Alois C. Knoll

Orcid: 0000-0003-4840-076X

Affiliations:
  • Technical University Munich, Department of Computer Science, Germany (since 2001)
  • University of Bielefeld, Department of Computer Science, Germany (1993-2001)
  • Technical University of Berlin, Germany (until 1993, PhD 1988)


According to our database1, Alois C. Knoll authored at least 936 papers between 1986 and 2024.

Collaborative distances:

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Bibliography

2024
SDPT: Semantic-Aware Dimension-Pooling Transformer for Image Segmentation.
IEEE Trans. Intell. Transp. Syst., November, 2024

Language-Conditioned Imitation Learning With Base Skill Priors Under Unstructured Data.
IEEE Robotics Autom. Lett., November, 2024

Event-Triggered Fuzzy Yaw Control of Six-Wheel Skid-Steer Vehicles.
IEEE Trans. Syst. Man Cybern. Syst., October, 2024

Meta-Reinforcement Learning in Nonstationary and Nonparametric Environments.
IEEE Trans. Neural Networks Learn. Syst., October, 2024

Efficient Online Planning and Robust Optimal Control for Nonholonomic Mobile Robot in Unstructured Environments.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2024

Context-Based Meta-Reinforcement Learning With Bayesian Nonparametric Models.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Towards multimodal graph neural networks for surgical instrument anticipation.
Int. J. Comput. Assist. Radiol. Surg., October, 2024

Safe Multiagent Learning With Soft Constrained Policy Optimization in Real Robot Control.
IEEE Trans. Ind. Informatics, September, 2024

Design of Soft Microjoint to Improve Robotic Cell Micromanipulation Flexibility.
Adv. Intell. Syst., September, 2024

TUMTraf Event: Calibration and Fusion Resulting in a Dataset for Roadside Event-Based and RGB Cameras.
IEEE Trans. Intell. Veh., July, 2024

E/E Designer: A Framework to Design and Synthesize Vehicle E/E Architecture.
IEEE Trans. Intell. Veh., July, 2024

Intelligent Transportation Systems Using Roadside Infrastructure: A Literature Survey.
IEEE Trans. Intell. Transp. Syst., July, 2024

GhostViT: Expediting Vision Transformers via Cheap Operations.
IEEE Trans. Artif. Intell., June, 2024

Efficient Stereo Matching Using Swin Transformer and Multilevel Feature Consistency in Autonomous Mobile Systems.
IEEE Trans. Ind. Informatics, May, 2024

Hybrid Residual Multiexpert Reinforcement Learning for Spatial Scheduling of High-Density Parking Lots.
IEEE Trans. Cybern., May, 2024

Enhancing Local-Global Representation Learning for Image Restoration.
IEEE Trans. Ind. Informatics, April, 2024

Robot self-calibration using actuated 3D sensors.
J. Field Robotics, March, 2024

ResFed: Communication0Efficient Federated Learning With Deep Compressed Residuals.
IEEE Internet Things J., March, 2024

Task-Based Compliance Control for Bottle Screw Manipulation With a Dual-Arm Robot.
IEEE Trans. Ind. Electron., February, 2024

Performance-Driven Safe Bayesian Optimization for Intelligent Tuning of High-Order Cascade Systems.
IEEE Trans. Artif. Intell., February, 2024

Image Restoration via Frequency Selection.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Occlusion-Aware Planning for Autonomous Driving With Vehicle-to-Everything Communication.
IEEE Trans. Intell. Veh., January, 2024

FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems.
IEEE Trans. Intell. Veh., January, 2024

Efficient 3D Object Detection Based on Pseudo-LiDAR Representation.
IEEE Trans. Intell. Veh., January, 2024

Boosting the hospital by integrating mobile robotic assistance systems: a comprehensive classification of the risks to be addressed.
Auton. Robots, January, 2024

Dual-domain strip attention for image restoration.
Neural Networks, 2024

Fusion dynamical systems with machine learning in imitation learning: A comprehensive overview.
Inf. Fusion, 2024

Grid codes vs. multi-scale, multi-field place codes for space.
Frontiers Comput. Neurosci., 2024

Unveiling Ontological Commitment in Multi-Modal Foundation Models.
CoRR, 2024

Learning Task Planning from Multi-Modal Demonstration for Multi-Stage Contact-Rich Manipulation.
CoRR, 2024

TacDiffusion: Force-domain Diffusion Policy for Precise Tactile Manipulation.
CoRR, 2024

How Could Generative AI Support Compliance with the EU AI Act? A Review for Safe Automated Driving Perception.
CoRR, 2024

Transfer Learning from Simulated to Real Scenes for Monocular 3D Object Detection.
CoRR, 2024

Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey.
CoRR, 2024

WARM-3D: A Weakly-Supervised Sim2Real Domain Adaptation Framework for Roadside Monocular 3D Object Detection.
CoRR, 2024

DexGANGrasp: Dexterous Generative Adversarial Grasping Synthesis for Task-Oriented Manipulation.
CoRR, 2024

FFHFlow: A Flow-based Variational Approach for Multi-fingered Grasp Synthesis in Real Time.
CoRR, 2024

HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation.
CoRR, 2024

Language-Guided Object-Centric Diffusion Policy for Collision-Aware Robotic Manipulation.
CoRR, 2024

Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models.
CoRR, 2024

Evaluating Uncertainty-based Failure Detection for Closed-Loop LLM Planners.
CoRR, 2024

Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation.
CoRR, 2024

Safe and Balanced: A Framework for Constrained Multi-Objective Reinforcement Learning.
CoRR, 2024

GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs.
CoRR, 2024

PointCompress3D - A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems.
CoRR, 2024

Synergy of Large Language Model and Model Driven Engineering for Automated Development of Centralized Vehicular Systems.
CoRR, 2024

Residual Chain Prediction for Autonomous Driving Path Planning.
CoRR, 2024

EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union.
CoRR, 2024

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation.
CoRR, 2024

Towards Single-System Illusion in Software-Defined Vehicles - Automated, AI-Powered Workflow.
CoRR, 2024

Continual Domain Randomization.
CoRR, 2024

Locomotion Generation for a Rat Robot based on Environmental Changes via Reinforcement Learning.
CoRR, 2024

TeaMs-RL: Teaching LLMs to Teach Themselves Better Instructions via Reinforcement Learning.
CoRR, 2024

PCDepth: Pattern-based Complementary Learning for Monocular Depth Estimation by Best of Both Worlds.
CoRR, 2024

Online Efficient Safety-Critical Control for Mobile Robots in Unknown Dynamic Multi-Obstacle Environments.
CoRR, 2024

Path Planning based on 2D Object Bounding-box.
CoRR, 2024

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation.
CoRR, 2024

GPT-4V as Traffic Assistant: An In-depth Look at Vision Language Model on Complex Traffic Events.
CoRR, 2024

TUMTraf Event: Calibration and Fusion Resulting in a Dataset for Roadside Event-Based and RGB Cameras.
CoRR, 2024

A Survey on Autonomous Driving Datasets: Data Statistic, Annotation, and Outlook.
CoRR, 2024

Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts.
IEEE Access, 2024

Time to Shine: Fine-Tuning Object Detection Models with Synthetic Adverse Weather Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Poster: Disolv - Dataflow-Centric Integrated Simulation of Large-Scale VANETs.
Proceedings of the IEEE Vehicular Networking Conference, 2024

Poster: Identifying Multipath in Phase-Based Ranging Measurements Using Channel Sounding.
Proceedings of the IEEE Vehicular Networking Conference, 2024

A Containerized Microservice Architecture for a ROS 2 Autonomous Driving Software: An End-to-End Latency Evaluation.
Proceedings of the 30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2024

Simulating Data Flows of Very Large Scale Intelligent Transportation Systems.
Proceedings of the 38th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2024

An Online Self-Correcting Calibration Architecture for Multi-Camera Traffic Localization Infrastructure.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Advancing E/E Architecture Synthesis: A Perspective on Reliability Optimization and Hypervisor Integration.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

ActiveAnno3D - An Active Learning Framework for Multi-Modal 3D Object Detection.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

First Mile: An Open Innovation Lab for Infrastructure-Assisted Cooperative Intelligent Transportation Systems.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Hybrid Frequency Modulation Network for Image Restoration.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

1 kHz Behavior Tree for Self-adaptable Tactile Insertion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Contact Energy Based Hindsight Experience Prioritization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Optimizing Dynamic Balance in a Rat Robot via the Lateral Flexion of a Soft Actuated Spine.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Real-Time Adaptive Safety-Critical Control with Gaussian Processes in High-Order Uncertain Models.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Real-time Contact State Estimation in Shape Control of Deformable Linear Objects under Small Environmental Constraints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Serial Order Codes for Dimensionality Reduction in the Learning of Higher-Order Rules and Compositionality in Planning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Joint Vehicle Pose and Extent Estimation in the Context of Multi-Camera Traffic Surveillance.
Proceedings of the 27th International Conference on Information Fusion, 2024

Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

TUMTraf V2X Cooperative Perception Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LEAD: Learning Decomposition for Source-free Universal Domain Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HUILLY: A Non-Blocking Ingestion Buffer for Timestepped Simulation Analytics.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Omni-Kernel Network for Image Restoration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
D<sup>2</sup>IFLN: Disentangled Domain-Invariant Feature Learning Networks for Domain Generalization.
IEEE Trans. Cogn. Dev. Syst., December, 2023

Lateral flexion of a compliant spine improves motor performance in a bioinspired mouse robot.
Sci. Robotics, December, 2023

Integrate-and-fire circuit for converting analog signals to spikes using phase encoding <sup>*</sup>.
Neuromorph. Comput. Eng., December, 2023

Exploring the potential of channel interactions for image restoration.
Knowl. Based Syst., December, 2023

PI-ELM: Reinforcement learning-based adaptable policy improvement for dynamical system.
Inf. Sci., December, 2023

RT-DLO: Real-Time Deformable Linear Objects Instance Segmentation.
IEEE Trans. Ind. Informatics, November, 2023

Real-time semantic segmentation in traffic scene using Cross Stage Partial-based encoder-decoder network.
Eng. Appl. Artif. Intell., November, 2023

Residual encoding framework to compress DNN parameters for fast transfer.
Knowl. Based Syst., October, 2023

FastFusion: Deep stereo-LiDAR fusion for real-time high-precision dense depth sensing.
J. Field Robotics, October, 2023

The Bcm rule allows a spinal cord model to learn rhythmic movements.
Biol. Cybern., October, 2023

Safe and Human-Like Trajectory Planning of Self-Driving Cars: A Constraint Imitative Method.
Adv. Intell. Syst., October, 2023

Output Feedback Control of Fuzzy Systems via Reduced-Order Approximation Technique.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023

RPP-Net: Rigid Constrained Point Cloud Prediction Network.
IEEE Trans. Intell. Transp. Syst., September, 2023

PSNet: Towards Efficient Image Restoration With Self-Attention.
IEEE Robotics Autom. Lett., September, 2023

Correction to: Versatile end effector for laparoscopic robotic scrub nurse.
Int. J. Comput. Assist. Radiol. Surg., September, 2023

Versatile end effector for laparoscopic robotic scrub nurse.
Int. J. Comput. Assist. Radiol. Surg., September, 2023

Robotic Manipulation in Dynamic Scenarios via Bounding-Box-Based Hindsight Goal Generation.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Toward Intelligent Sensing: Optimizing Lidar Beam Distribution for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., August, 2023

Embodied bidirectional simulation of a spiking cortico-basal ganglia-cerebellar-thalamic brain model and a mouse musculoskeletal body model distributed across computers including the supercomputer Fugaku.
Frontiers Neurorobotics, August, 2023

Globally Optimal Robust Radar Calibration in Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., June, 2023

Robot Policy Improvement With Natural Evolution Strategies for Stable Nonlinear Dynamical System.
IEEE Trans. Cybern., June, 2023

A human-centered safe robot reinforcement learning framework with interactive behaviors.
Frontiers Neurorobotics, June, 2023

Editorial: Neuromorphic engineering for robotics.
Frontiers Neurorobotics, June, 2023

Safe multi-agent reinforcement learning for multi-robot control.
Artif. Intell., June, 2023

Model predictive optimization for imitation learning from demonstrations.
Robotics Auton. Syst., May, 2023

Intuitive teaching of medical device operation to clinical assistance robots.
Int. J. Comput. Assist. Radiol. Surg., May, 2023

API-Based Hardware Fault Simulation for DNN Accelerators.
IEEE Des. Test, April, 2023

HPC Hardware Design Reliability Benchmarking With HDFIT.
IEEE Trans. Parallel Distributed Syst., March, 2023

Meta-Reinforcement Learning in Non-Stationary and Dynamic Environments.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

A Discrete Soft Actor-Critic Decision-Making Strategy With Sample Filter for Freeway Autonomous Driving.
IEEE Trans. Veh. Technol., February, 2023

Reduced Model-Based Fault Detector and Controller Design for Discrete-Time Switching Fuzzy Systems.
IEEE Trans. Fuzzy Syst., February, 2023

Mobile service robots for the operating room wing: balancing cost and performance by optimizing robotic fleet size and composition.
Int. J. Comput. Assist. Radiol. Surg., February, 2023

Mixed-Integer Motion Planning on German Roads Within the Apollo Driving Stack.
IEEE Trans. Intell. Veh., January, 2023

Solving Robotic Manipulation With Sparse Reward Reinforcement Learning Via Graph-Based Diversity and Proximity.
IEEE Trans. Ind. Electron., 2023

Language-conditioned Learning for Robotic Manipulation: A Survey.
CoRR, 2023

VLTSeg: Simple Transfer of CLIP-Based Vision-Language Representations for Domain Generalized Semantic Segmentation.
CoRR, 2023

Transformation Decoupling Strategy based on Screw Theory for Deterministic Point Cloud Registration with Gravity Prior.
CoRR, 2023

Dynamic Grasping of Unknown Objects with a Multi-Fingered Hand.
CoRR, 2023

YOLO-BEV: Generating Bird's-Eye View in the Same Way as 2D Object Detection.
CoRR, 2023

Vision Language Models in Autonomous Driving and Intelligent Transportation Systems.
CoRR, 2023

Flexible Informed Trees (FIT*): Adaptive Batch-Size Approach for Informed Sampling-Based Planner.
CoRR, 2023

3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark.
CoRR, 2023

Integrate-and-fire circuit for converting analog signals to spikes using phase encoding.
CoRR, 2023

Representation Abstractions as Incentives for Reinforcement Learning Agents: A Robotic Grasping Case Study.
CoRR, 2023

PoseGraphNet++: Enriching 3D Human Pose with Orientation Estimation.
CoRR, 2023

A9 Intersection Dataset: All You Need for Urban 3D Camera-LiDAR Roadside Perception.
CoRR, 2023

DiAReL: Reinforcement Learning with Disturbance Awareness for Robust Sim2Real Policy Transfer in Robot Control.
CoRR, 2023

DIVA: A Dirichlet Process Based Incremental Deep Clustering Algorithm via Variational Auto-Encoder.
CoRR, 2023

Efficient and Deterministic Search Strategy Based on Residual Projections for Point Cloud Registration.
CoRR, 2023

V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection.
CoRR, 2023

Safety Guaranteed Manipulation Based on Reinforcement Learning Planner and Model Predictive Control Actor.
CoRR, 2023

Fast and Accurate Object Detection on Asymmetrical Receptive Field.
CoRR, 2023

Sequential Spatial Network for Collision Avoidance in Autonomous Driving.
CoRR, 2023

BCSSN: Bi-direction Compact Spatial Separable Network for Collision Avoidance in Autonomous Driving.
CoRR, 2023

A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors.
CoRR, 2023

Attention Mechanism for Contrastive Learning in GAN-based Image-to-Image Translation.
CoRR, 2023

Autonomous Driving Simulator based on Neurorobotics Platform.
CoRR, 2023

Flipped-Underlay in Power-Efficient Industrial IoT Sidelink-Assisted Communication.
IEEE Access, 2023

Autonomic Orchestration of in-Situ and in-Transit Data Analytics For Simulation Studies.
Proceedings of the Winter Simulation Conference, 2023

LoopDA: Constructing Self-loops to Adapt Nighttime Semantic Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

An Open Source Simulation Framework for Moving-Network-Convoy Based Cellular V2X Communication in Intelligent Traffic Systems.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Are Transformers More Robust? Towards Exact Robustness Verification for Transformers.
Proceedings of the Computer Safety, Reliability, and Security, 2023

A Hierarchical Reinforcement Learning Approach for Adaptive Quadruped Locomotion of a Rat Robot.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

Towards a Performance-Aware Partitioning Algorithm for Cloud-Based Microscopic Vehicle Traffic Simulations.
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

Towards Discrete-Event, Aggregating, and Relational Control Interfaces for Traffic Simulation.
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2023

User-Like Bots for Cognitive Automation: A Survey.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023

InfraDet3D: Multi-Modal 3D Object Detection based on Roadside Infrastructure Camera and LiDAR Sensors.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Bare-Metal vs. Hypervisors and Containers: Performance Evaluation of Virtualization Technologies for Software-Defined Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Automated Design Space Exploration for Resource Allocation in Software-Defined Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Deep High-Level Policy Model Predictive Contour Control for Autonomous Racing.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Spiking Neural Networks for Robust and Efficient Object Detection in Intelligent Transportation Systems With Roadside Event-Based Cameras.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Automated Sensor Performance Evaluation of Robot-Guided Vehicles for High Dynamic Tests.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Targetless Extrinsic Calibration Between Event-Based and RGB Camera for Intelligent Transportation Systems.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

TUMTraf Intersection Dataset: All You Need for Urban 3D Camera-LiDAR Roadside Perception.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Toward Neuromorphic Perception: Spike-driven Lane Segmentation for Autonomous Driving using LiDAR Sensor.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

GarchingSim: An Autonomous Driving Simulator with Photorealistic Scenes and Minimalist Workflow.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

SSN: Sequential Spatial Network for Trajectory Prediction in Bird's-Eye View.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Variable Weight Model Predictive Contour Control for Autonomous Tracking Based on Reinforcement Learning and Nonlinear Disturbance Observer.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Rebalancing Autonomous Electric Vehicles for Mobility-on-Demand by Data-Driven Model Predictive Control.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

An Energy-Efficient Lane-Keeping System Using 3D LiDAR Based on Spiking Neural Network.
IROS, 2023

Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions.
IROS, 2023

Robust Point Cloud Registration with Geometry-based Transformation Invariant Descriptor.
IROS, 2023

Smooth Stride Length Change of Rat Robot with a Compliant Actuated Spine Based on CPG Controller.
IROS, 2023

Contact-Aware Shaping and Maintenance of Deformable Linear Objects With Fixtures.
IROS, 2023

Enhancing Perception in Robot-Guided Vehicle Tests: A Rapid Long-Range Obstacle Detector.
Proceedings of the Seventh IEEE International Conference on Robotic Computing, 2023

Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments.
Proceedings of the International Joint Conference on Neural Networks, 2023

Occlusion Robust 3D Human Pose Estimation with StridedPoseGraphFormer and Data Augmentation.
Proceedings of the International Joint Conference on Neural Networks, 2023

Strip Attention for Image Restoration.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Meta-Reinforcement Learning via Language Instructions.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

ER3D: An Efficient Real-time 3D Object Detection Framework for Autonomous Driving.
Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Human Robot Interaction with Triboelectric Nanogenerator for Tactile Sensing.
Proceedings of the 9th International Conference on Mechatronics and Robotics Engineering, 2023

IRNeXt: Rethinking Convolutional Network Design for Image Restoration.
Proceedings of the International Conference on Machine Learning, 2023

Selective Frequency Network for Image Restoration.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

GAN Inversion Based Point Clouds Denoising in Foggy Scenarios for Autonomous Driving.
Proceedings of the IEEE International Conference on Development and Learning, 2023

Multi-Task Consistency for Active Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TMA: Temporal Motion Aggregation for Event-based Optical Flow.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Focal Network for Image Restoration.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Modeling Inter-Vehicle Occlusion Scenarios in Multi-Camera Traffic Surveillance Systems.
Proceedings of the 26th International Conference on Information Fusion, 2023

Knowledge-Augmented Anomaly Detection in Small Lot Production for Semantic Temporal Process Data.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Interpretable Model-Agnostic Plausibility Verification for 2D Object Detectors Using Domain-Invariant Concept Bottleneck Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LieGrasPFormer: Point Transformer-Based 6-DOF Grasp Detection with Lie Algebra Grasp Representation.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Copy and Paste Augmentation for Deformable Wiring Harness Bags Segmentation.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

Towards Cognitive Bots: Architectural Research Challenges.
Proceedings of the Artificial General Intelligence - 16th International Conference, 2023

Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Dual-Domain Attention for Image Deblurring.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
REMODEL. WP4. Vision-Based Perception. T4-2. Dynamic environment reconstruction. Data related to a paper published on IEEE Access (2022).
Dataset, October, 2022

Evaluating Muscle Synergies With EMG Data and Physics Simulation in the Neurorobotics Platform.
Frontiers Neurorobotics, September, 2022

Toward robust and scalable deep spiking reinforcement learning.
Frontiers Neurorobotics, September, 2022

Providentia - A Large-Scale Sensor System for the Assistance of Autonomous Vehicles and Its Evaluation.
Field Robotics, March, 2022

A Survey of the Four Pillars for Small Object Detection: Multiscale Representation, Contextual Information, Super-Resolution, and Region Proposal.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Toward Cognitive Navigation: Design and Implementation of a Biologically Inspired Head Direction Cell Network.
IEEE Trans. Neural Networks Learn. Syst., 2022

Complex Robotic Manipulation via Graph-Based Hindsight Goal Generation.
IEEE Trans. Neural Networks Learn. Syst., 2022

MoNet: Motion-Based Point Cloud Prediction Network.
IEEE Trans. Intell. Transp. Syst., 2022

NeuroIV: Neuromorphic Vision Meets Intelligent Vehicle Towards Safe Driving With a New Database and Baseline Evaluations.
IEEE Trans. Intell. Transp. Syst., 2022

NeuroGrasp: Multimodal Neural Network With Euler Region Regression for Neuromorphic Vision-Based Grasp Pose Estimation.
IEEE Trans. Instrum. Meas., 2022

Analog Spiking Neural Network Based Phase Detector.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Time-Coded Spiking Fourier Transform in Neuromorphic Hardware.
IEEE Trans. Computers, 2022

KAM-Net: Keypoint-Aware and Keypoint-Matching Network for Vehicle Detection From 2-D Point Cloud.
IEEE Trans. Artif. Intell., 2022

Constrained Reinforcement Learning for Vehicle Motion Planning with Topological Reachability Analysis.
Robotics, 2022

Simulation to Real: Learning Energy-Efficient Slithering Gaits for a Snake-Like Robot.
IEEE Robotics Autom. Mag., 2022

Residual Policy Learning Facilitates Efficient Model-Free Autonomous Racing.
IEEE Robotics Autom. Lett., 2022

Design and Control of a Highly Redundant Rigid-flexible Coupling Robot to Assist the COVID-19 Oropharyngeal-Swab Sampling.
IEEE Robotics Autom. Lett., 2022

Globally Optimal Vertical Direction Estimation in Atlanta World.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Globally Optimal Linear Model Fitting with Unit-Norm Constraint.
Int. J. Comput. Vis., 2022

Network Layer Analysis for a RL-Based Robotic Reaching Task.
Frontiers Robotics AI, 2022

Globally-Optimal Inlier Maximization for Relative Pose Estimation Under Planar Motion.
Frontiers Neurorobotics, 2022

The Neurorobotics Platform Robot Designer: Modeling Morphologies for Embodied Learning Experiments.
Frontiers Neurorobotics, 2022

Deep Reinforcement Learning Based Trajectory Planning Under Uncertain Constraints.
Frontiers Neurorobotics, 2022

Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure.
Frontiers Neuroinformatics, 2022

ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals.
CoRR, 2022

Learning from Symmetry: Meta-Reinforcement Learning with Symmetric Data and Language Instructions.
CoRR, 2022

Safety Metrics and Losses for Object Detection in Autonomous Driving.
CoRR, 2022

Sim-to-Real Transfer of Robotic Assembly with Visual Inputs Using CycleGAN and Force Control.
CoRR, 2022

Real-Time And Robust 3D Object Detection with Roadside LiDARs.
CoRR, 2022

Accurate and Real-time Pseudo Lidar Detection: Is Stereo Neural Network Really Necessary?
CoRR, 2022

A Review of Safe Reinforcement Learning: Methods, Theory and Applications.
CoRR, 2022

Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation.
CoRR, 2022

A Survey of Robust 3D Object Detection Methods in Point Clouds.
CoRR, 2022

Robustness Verification for Attention Networks using Mixed Integer Programming.
CoRR, 2022

Point Cloud Registration With Object-Centric Alignment.
IEEE Access, 2022

Automated Defect Inspection in Reverse Engineering of Integrated Circuits.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Edge-Aided Sensor Data Sharing in Vehicular Communication Networks.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Real-time Semantic Segmentation in Traffic Scene based on Cross Stage Partial Block.
Proceedings of the IEEE Smartworld, 2022

Topology-Preserving Simplification of OpenStreetMap Network Data for Large-scale Simulation in SUMO.
Proceedings of the SUMO User Conference 2022, Virtual Event, May 9-11, 2022, 2022

Intelligent Roadside Infrastructure for Connected Mobility.
Proceedings of the Smart Cities, Green Technologies, and Intelligent Transport Systems, 2022

Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs.
Proceedings of the Computer Safety, Reliability, and Security, 2022

Sim-to-Real Transfer of Robotic Assembly with Visual Inputs Using CycleGAN and Force Control.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

PIPO: Policy Optimization with Permutation-Invariant Constraint for Distributed Multi-Robot Navigation.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022

Event-based Driver Distraction Detection and Action Recognition.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022

Orientation-aware People Detection and Counting Method based on Overhead Fisheye Camera.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2022

A Biologically-Inspired Global Localization System for Mobile Robots Using LiDAR Sensor.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Traffic Mirror-Aware POMDP Behavior Planning for Autonomous Urban Driving.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Gaussian Process based Model Predictive Control for Overtaking Scenarios at Highway Curves.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

A9-Dataset: Multi-Sensor Infrastructure-Based Dataset for Mobility Research.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Traffic Sign Classifiers Under Physical World Realistic Sticker Occlusions: A Cross Analysis Study.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Efficient POMDP Behavior Planning for Autonomous Driving in Dense Urban Environments using Multi-Step Occupancy Grid Maps.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Safe and Rule-Aware Deep Reinforcement Learning for Autonomous Driving at Intersections.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Resource Allocation in Software-Defined Vehicles: ILP Model Formulation and Solver Evaluation.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

A Biologically-Inspired Simultaneous Localization and Mapping System Based on LiDAR Sensor.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Enhanced Quadruped Locomotion of a Rat Robot Based on the Lateral Flexion of a Soft Actuated Spine.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Gazebo Fluids: SPH-based simulation of fluid interaction with articulated rigid body dynamics.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Fast and Accurate Face Detection using Feature Pyramid with Grid Anchors.
Proceedings of the International Joint Conference on Neural Networks, 2022

Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control.
Proceedings of the International Joint Conference on Neural Networks, 2022

Performance Analysis of KVM Hypervisor Using a Self-Driving Developer Kit.
Proceedings of the IECON 2022, 2022

FFHNet: Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Learning Local Event-based Descriptor for Patch-based Stereo Matching.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Image Grid Recognition and Regression for Fast and Accurate Face Detection.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

AutoSCOOP: Automated Road-Side Sensor Coverage Optimization for Robotic Vehicles on Proving Grounds.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Resonate-and-Fire Neurons for Radar Interference Detection.
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

Fine-tuning Deep Reinforcement Learning Policies with r-STDP for Domain Adaptation.
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

Real-Time Instance Segmentation of Pedestrians using Transfer Learning.
Proceedings of the 27th International Conference on Automation and Computing, 2022

NeuroDFD: Towards Efficient Driver Face Detection with Neuromorphic Vision Sensor.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

Multimodal Vehicle Trajectory Prediction Based on Graph Convolutional Networks.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

Cut-in Prediction in Egocentric Videos using Extended Environment Perception with Status Descriptors.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022

Systematic Error Source Analysis of a Real-World Multi-Camera Traffic Surveillance System.
Proceedings of the 25th International Conference on Information Fusion, 2022

Boundary Enhanced Semantic Segmentation for High Resolution Electron Microscope Images.
Proceedings of the 30th European Signal Processing Conference, 2022

3D Object Detection with a Self-supervised Lidar Scene Flow Backbone.
Proceedings of the Computer Vision - ECCV 2022, 2022

Performance Limiting Factors of Deep Neural Networks for Pedestrian Detection.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Spotlight-Based 3D Instrument Guidance for Autonomous Task in Robot-Assisted Retinal Surgery.
IEEE Robotics Autom. Lett., October, 2021

HSTA: A Hierarchical Spatio-Temporal Attention Model for Trajectory Prediction.
IEEE Trans. Veh. Technol., 2021

Pole-Curb Fusion Based Robust and Efficient Autonomous Vehicle Localization System With Branch-and-Bound Global Optimization and Local Grid Map Method.
IEEE Trans. Veh. Technol., 2021

Transitioning Spiking Neural Network Simulators to Heterogeneous Hardware.
ACM Trans. Model. Comput. Simul., 2021

Pseudo-Image and Sparse Points: Vehicle Detection With 2D LiDAR Revisited by Deep Learning-Based Methods.
IEEE Trans. Intell. Transp. Syst., 2021

NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor.
IEEE Trans. Inf. Forensics Secur., 2021

Nonlinear Model Predictive Control for Mobile Medical Robot Using Neural Optimization.
IEEE Trans. Ind. Electron., 2021

A Novel Illumination-Robust Hand Gesture Recognition System With Event-Based Neuromorphic Vision Sensor.
IEEE Trans Autom. Sci. Eng., 2021

Globally Optimal Camera Orientation Estimation from Line Correspondences by BnB algorithm.
IEEE Robotics Autom. Lett., 2021

Globally Optimal Consensus Maximization for Relative Pose Estimation With Known Gravity Direction.
IEEE Robotics Autom. Lett., 2021

A Survey of Encoding Techniques for Signal Processing in Spiking Neural Networks.
Neural Process. Lett., 2021

A spiking central pattern generator for the control of a simulated lamprey robot running on SpiNNaker and Loihi neuromorphic boards.
Neuromorph. Comput. Eng., 2021

Peak temperature analysis and optimization for pipelined hard real-time systems.
Inf. Sci., 2021

NeuroBiometric: An eye blink based biometric authentication system using an event-based neuromorphic vision sensor.
IEEE CAA J. Autom. Sinica, 2021

Spiking Neural Network for Fourier Transform and Object Detection for Automotive Radar.
Frontiers Neurorobotics, 2021

Gaussian Process Based Model Predictive Control for Overtaking in Autonomous Driving.
Frontiers Neurorobotics, 2021

Intelligent Transportation Systems With The Use of External Infrastructure: A Literature Survey.
CoRR, 2021

Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem.
CoRR, 2021

Multi-Agent Constrained Policy Optimisation.
CoRR, 2021

A Biologically Inspired Global Localization System for Mobile Robots Using LiDAR Sensor.
CoRR, 2021

A Biologically Inspired Simultaneous Localization and Mapping System Based on LiDAR Sensor.
CoRR, 2021

Towards Cognitive Navigation: Design and Implementation of a Biologically Inspired Head Direction Cell Network.
CoRR, 2021

Meta-Reinforcement Learning in Broad and Non-Parametric Environments.
CoRR, 2021

ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization.
CoRR, 2021

Non-Holonomic RRT & MPC: Path and Trajectory Planning for an Autonomous Cycle Rickshaw.
CoRR, 2021

Lightweight Convolutional Neural Network with Gaussian-based Grasping Representation for Robotic Grasping Detection.
CoRR, 2021

Gaussian Process-Based Model Predictive Control for Overtaking.
CoRR, 2021

A Spiking Central Pattern Generator for the control of a simulated lamprey robot running on SpiNNaker and Loihi neuromorphic boards.
CoRR, 2021

A Hierarchical State-Machine-Based Framework for Platoon Manoeuvre Descriptions.
IEEE Access, 2021

3D Object Detection With Multi-Frame RGB-Lidar Feature Alignment.
IEEE Access, 2021

AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations.
Auton. Agents Multi Agent Syst., 2021

Unleashing latency-critical IIoT communication by virtue of cooperative sidelink-assisted DL transmissions.
Proceedings of the 25th International ITG Workshop on Smart Antennas, 2021

A Flexible Scheduling Architecture of Resource Distribution Proposal for Autonomous Driving Platforms.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Sidelink-Assisted URLLC Built on Cooperative Retransmissions With Optimum Power Control.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Causality and Consistency of State Update Schemes in Synchronous Agent-based Simulations.
Proceedings of the SIGSIM-PADS '21: SIGSIM Conference on Principles of Advanced Discrete Simulation, Virtual Event, USA, 31 May, 2021

Temp-Frustum Net: 3D Object Detection with Temporal Fusion.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Risk-Constrained Interactive Safety under Behavior Uncertainty for Autonomous Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Improved Occlusion Scenario Coverage with a POMDP-based Behavior Planner for Autonomous Urban Driving.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

A Model-Based Approach to Facilitate Design of Homogeneous Redundant E/E Architectures.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

FloMo: Tractable Motion Prediction with Normalizing Flows.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

PCTMA-Net: Point Cloud Transformer with Morphing Atlas-based Point Generation Network for Dense Point Cloud Completion.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

New Metrics for Industrial Depth Sensors Evaluation for Precise Robotic Applications.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Minimizing Inference Time: Optimization Methods for Converted Deep Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

Efficient Polyline Surface Mapping with Strong Error Bounds.
Proceedings of the IECON 2021, 2021

Object Localization with Attribute Preference Based on Top-Down Attention.
Proceedings of the Computer Vision Systems - 13th International Conference, 2021

Spiking Transformer Networks: A Rate Coded Approach for Processing Sequential Data.
Proceedings of the 7th International Conference on Systems and Informatics, 2021

Parameterizable and Jerk-Limited Trajectories with Blending for Robot Motion Planning and Spherical Cartesian Waypoints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Deep Hierarchical Rotation Invariance Learning with Exact Geometry Feature Representation for Point Cloud Classification.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Residual Squeeze-and-Excitation Network with Multi-scale Spatial Pyramid Module for Fast Robotic Grasping Detection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Porting Deep Spiking Q-Networks to neuromorphic chip Loihi.
Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

ToF/Radar early feature-based fusion system for human detection and tracking.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021

3D Human Pose Regression Using Graph Convolutional Network.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

End-to-End Spiking Neural Network for Speech Recognition Using Resonating Input Neurons.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

OptCL: A Middleware to Optimise Performance for High Performance Domain-Specific Languages on Heterogeneous Platforms.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Hand Gesture Recognition in Range-Doppler Images Using Binary Activated Spiking Neural Networks.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

A Platform to Configure and Monitor Safety-Critical Applications for Automotive Central Computers.
Proceedings of the 26th IEEE International Conference on Emerging Technologies and Factory Automation, 2021

Nozzle-to-Work Distance Measurement and Control in Wire Arc Additive Manufacturing.
Proceedings of the ESSE 2021: 2nd European Symposium on Software Engineering, Larissa, Greece, November 19, 2021

Vogtareuth Rehab Depth Datasets: Benchmark for Marker-less Posture Estimation in Rehabilitation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Monitoring perception reliability in autonomous driving: Distributional shift detection for estimating the impact of input data on prediction accuracy.
Proceedings of the CSCS '21: Computer Science in Cars Symposium, 2021

Grasp Planning for Flexible Production with Small Lot Sizes based on CAD models using GPIS and Bayesian Optimization.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Safety Metrics for Semantic Segmentation in Autonomous Driving.
Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

An Evaluation of "Crash Prediction Networks" (CPN) for Autonomous Driving Scenarios in CARLA Simulator.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021

PointINet: Point Cloud Frame Interpolation Network.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Efficient Performance Estimation and Work-Group Size Pruning for OpenCL Kernels on GPUs.
IEEE Trans. Parallel Distributed Syst., 2020

Fidelity and Performance of State Fast-forwarding in Microscopic Traffic Simulations.
ACM Trans. Model. Comput. Simul., 2020

Towards Robotic-Assisted Subretinal Injection: A Hybrid Parallel-Serial Robot System Design and Preliminary Evaluation.
IEEE Trans. Ind. Electron., 2020

Event-Based Neuromorphic Vision for Autonomous Driving: A Paradigm Shift for Bio-Inspired Visual Sensing and Perception.
IEEE Signal Process. Mag., 2020

What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction.
IEEE Robotics Autom. Lett., 2020

Extrinsic Calibration of an Eye-In-Hand 2D LiDAR Sensor in Unstructured Environments Using ICP.
IEEE Robotics Autom. Lett., 2020

Task-Independent Spiking Central Pattern Generator: A Learning-Based Approach.
Neural Process. Lett., 2020

Indirect and direct training of spiking neural networks for end-to-end control of a lane-keeping vehicle.
Neural Networks, 2020

Energy-efficient and damage-recovery slithering gait design for a snake-like robot based on reinforcement learning and inverse reinforcement learning.
Neural Networks, 2020

Improved recurrent neural network-based manipulator control with remote center of motion constraints: Experimental results.
Neural Networks, 2020

A passenger model for simulating boarding and alighting in spatially confined transportation scenarios.
J. Comput. Sci., 2020

Ground Moving Vehicle Detection and Movement Tracking Based on the Neuromorphic Vision Sensor.
IEEE Internet Things J., 2020

Graph Convolutional Neural Network for a Pharmacy Cross-Selling Recommender System.
Inf., 2020

Matrix Inequalities Based Robust Model Predictive Control for Vehicle Considering Model Uncertainties, External Disturbances, and Time-Varying Delay.
Frontiers Neurorobotics, 2020

Parking Slot Detection on Around-View Images Using DCNN.
Frontiers Neurorobotics, 2020

Perception-Action Coupling Target Tracking Control for a Snake Robot via Reinforcement Learning.
Frontiers Neurorobotics, 2020

LAP-Net: Adaptive Features Sampling via Learning Action Progression for Online Action Detection.
CoRR, 2020

Modeling and Testing Multi-Agent Traffic Rules within Interactive Behavior Planning.
CoRR, 2020

Complex Robotic Manipulation via Graph-Based Hindsight Goal Generation.
CoRR, 2020

Using Counterfactual Reasoning and Reinforcement Learning for Decision-Making in Autonomous Driving.
CoRR, 2020

Robust Stochastic Bayesian Games for Behavior Space Coverage.
CoRR, 2020

Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier.
CoRR, 2020

OpenABLext: An automatic code generation framework for agent-based simulations on CPU-GPU-FPGA heterogeneous platforms.
Concurr. Comput. Pract. Exp., 2020

Evaluation of Guidance Systems at Dynamic Public Transport Hubs Using Crowd Simulation.
Proceedings of the Winter Simulation Conference, 2020

Multi-Thread State Update Schemes for Microscopic Traffic Simulation.
Proceedings of the Winter Simulation Conference, 2020

C-V2X Resource Deployment Architecture Based on Moving Network Convoys.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

A Fast and Robust 2D LiDAR Alignment Method by Motion Decoupling.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2020

Pedal to the Bare Metal: Road Traffic Simulation on FPGAs Using High-Level Synthesis.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2020

Fast-Forwarding of Vehicle Clusters in Microscopic Traffic Simulations.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2020

RSKDD-Net: Random Sample-based Keypoint Detector and Descriptor.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Advanced Active Learning Strategies for Object Detection.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Test Method for Measuring the Simulation-to-Reality Gap of Camera-based Object Detection Algorithms for Autonomous Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

A Novel Approach to Neural Network-based Motion Cueing Algorithm for a Driving Simulator.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Clustering of the Scenario Space for the Assessment of Automated Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Graph Neural Networks and Reinforcement Learning for Behavior Generation in Semantic Environments.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Optimal Behavior Planning for Autonomous Driving: A Generic Mixed-Integer Formulation.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Online Road Model Generation From Evidential Semantic Grids.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Electrification and Automation of Road Transport: Impact Analysis of Heat and Carbon Emissions for Singapore.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Radar-based 2D Car Detection Using Deep Neural Networks.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Spotlight-based 3D Instrument Guidance for Retinal Surgery.
Proceedings of the International Symposium on Medical Robotics, 2020

6D Pose Estimation for Flexible Production with Small Lot Sizes based on CAD Models using Gaussian Process Implicit Surfaces.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Target Tracking Control of a Wheel-less Snake Robot Based on a Supervised Multi-layered SNN.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Hierarchical optimization Control of Redundant Manipulator for Robot-assisted Minimally Invasive Surgery.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Improving Motion Planning for Surgical Robot with Active Constraints.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Machine learning approach for full impedance spectrum study of Li-ion battery.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Low Latency And Low-Level Sensor Fusion For Automotive Use-Cases.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Center-of-Mass-based Robust Grasp Planning for Unknown Objects Using Tactile-Visual Sensors.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Accurate position tracking with a single UWB anchor.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Internet of Things (IoT)-based Collaborative Control of a Redundant Manipulator for Teleoperated Minimally Invasive Surgeries.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Reinforcement Learning Based Manipulation Skill Transferring for Robot-assisted Minimally Invasive Surgery.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Improving Low-Resolution Image Classification by Super-Resolution with Enhancing High-Frequency Content.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Distance-Based Multivariate Anomaly Detection in Wire Arc Additive Manufacturing.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Autonomous Vehicles as Local Traffic Optimizers.
Proceedings of the Computational Science - ICCS 2020, 2020

Trajectory Prediction Based on Planning Method Considering Collision Risk.
Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

Pole-based Localization for Autonomous Vehicles in Urban Scenarios Using Local Grid Map-based Method.
Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

Fuzzy Adaptive Control-based Real-time Obstacle Avoidance under Uncertain Perturbations.
Proceedings of the 5th International Conference on Advanced Robotics and Mechatronics, 2020

Quality Control and Fault Classification of Laser Welded Hairpins in Electrical Motors.
Proceedings of the 28th European Signal Processing Conference, 2020

Considering Safety Requirements in Design Phase of Future E/E Architectures.
Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

A Modular Edge-/Cloud-Solution for Automated Error Detection of Industrial Hairpin Weldings using Convolutional Neural Networks.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

Closing the loop: Real-time Error Detection and Correction in automotive production using Edge-/Cloud-Architecture and a CNN.
Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Linear Differential Games for Cooperative Behavior Planning of Autonomous Vehicles Using Mixed-Integer Programming.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Formalizing Traffic Rules for Machine Interpretability.
Proceedings of the 3rd IEEE Connected and Automated Vehicles Symposium, 2020

2019
Performance Optimisation of Parallelized ADAS Applications in FPGA-GPU Heterogeneous Systems: A Case Study With Lane Detection.
IEEE Trans. Intell. Veh., 2019

Toward Brain-Inspired Learning With the Neuromorphic Snake-Like Robot and the Neurorobotic Platform.
IEEE Trans. Cogn. Dev. Syst., 2019

McFTP: A framework for fast thermal managements prototyping on real multi-core processors.
Sustain. Comput. Informatics Syst., 2019

Towards Model-Free Tool Dynamic Identification and Calibration Using Multi-Layer Neural Network.
Sensors, 2019

FFOB: efficient online mode-switch procrastination in mixed-criticality systems.
Real Time Syst., 2019

Nonlinear Model Predictive Control for Mobile Robot Using Varying-Parameter Convergent Differential Neural Network.
Robotics, 2019

A Novel Method for the Absolute Pose Problem with Pairwise Constraints.
Remote. Sens., 2019

Peak Temperature Minimization for Hard Real-Time Systems Using DVS and DPM.
J. Circuits Syst. Comput., 2019

Neural Network Based Uncertainty Prediction for Autonomous Vehicle Application.
Frontiers Neurorobotics, 2019

Neuromorphic Vision Datasets for Pedestrian Detection, Action Recognition, and Fall Detection.
Frontiers Neurorobotics, 2019

Retina-Based Pipe-Like Object Tracking Implemented Through Spiking Neural Network on a Snake Robot.
Frontiers Neurorobotics, 2019

Multi-Cue Event Information Fusion for Pedestrian Detection With Neuromorphic Vision Sensors.
Frontiers Neurorobotics, 2019

Supervised Learning in SNN via Reward-Modulated Spike-Timing-Dependent Plasticity for a Target Reaching Vehicle.
Frontiers Neurorobotics, 2019

A Survey on Agent-based Simulation Using Hardware Accelerators.
ACM Comput. Surv., 2019

Providentia - A Large Scale Sensing System for the Assistance of Autonomous Vehicles.
CoRR, 2019

Copy and Paste: A Simple But Effective Initialization Method for Black-Box Adversarial Attacks.
CoRR, 2019

A New Method for Atlanta World Frame Estimation.
CoRR, 2019

5G for the Factory of the Future: Wireless Communication in an Industrial Environment.
CoRR, 2019

The Simpler the Better: Constant Velocity for Pedestrian Motion Prediction.
CoRR, 2019

Surgineering: a new type of collaboration among surgeons and engineers.
Int. J. Comput. Assist. Radiol. Surg., 2019

6DOF Needle Pose Estimation for Robot-Assisted Vitreoretinal Surgery.
IEEE Access, 2019

Adaptive Periodic Thermal Management for Pipelined Hard Real-Time Systems.
IEEE Access, 2019

Transitioning Spiking Neural Network Simulators to Heterogeneous Hardware.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2019

From Effects to Causes: Reversible Simulation and Reverse Exploration of Microscopic Traffic Models.
Proceedings of the 2019 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2019

Automated Trainability Evaluation for Smart Software Functions.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Towards Cross-Verification and Use of Simulation in the Assessment of Automated Driving.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Semantic Grid-Based Road Model Estimation for Autonomous Driving.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Cooperative Multi-Vehicle Behavior Coordination for Autonomous Driving.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Bridging the Gap between Open Source Software and Vehicle Hardware for Autonomous Driving.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

From Specifications to Behavior: Maneuver Verification in a Semantic State Space.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Graph Neural Networks for Modelling Traffic Participant Interaction.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Addressing Inherent Uncertainty: Risk-Sensitive Behavior Generation for Automated Driving using Distributional Reinforcement Learning.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Recognition & Evaluation of Additional Traffic Signs on the example of '80 km/h when wet'.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Context Discovery for Personalised Automotive Functions.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Targetless Rotational Auto-Calibration of Radar and Camera for Intelligent Transportation Systems.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Online Path Generation from Sensor Data for Highly Automated Driving Functions.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

System-Level Optimization of Longitudinal Acceleration of Autonomous Vehicles in Mixed Traffic.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Lane-Merging Using Policy-based Reinforcement Learning and Post-Optimization.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Multi-Objective Calibration of Microscopic Traffic Simulation for Highway Traffic Safety.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Semantic Mates: Intuitive Geometric Constraints for Efficient Assembly Specifications.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Mobile Robot Learning from Human Demonstrations with Nonlinear Model Predictive Control.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

A Framework for Safety Violation Identification and Assessment in Autonomous Driving.
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Energy-Efficient Slithering Gait Exploration for a Snake-Like Robot Based on Reinforcement Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Evaluation of feature selection for anomaly detection in automotive E/E architectures.
Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Continuous Software Engineering of Innovative Automotive Functions: An Industrial Perspective.
Proceedings of the IEEE International Conference on Software Architecture Companion, 2019

Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning.
Proceedings of the International Conference on Robotics and Automation, 2019

Mixed Frame-/Event-Driven Fast Pedestrian Detection.
Proceedings of the International Conference on Robotics and Automation, 2019

End to End Learning of a Multi-Layered Snn Based on R-Stdp for a Target Tracking Snake-Like Robot.
Proceedings of the International Conference on Robotics and Automation, 2019

OPC UA versus ROS, DDS, and MQTT: Performance Evaluation of Industry 4.0 Protocols.
Proceedings of the IEEE International Conference on Industrial Technology, 2019

Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Reference Architecture Based on Edge and Cloud Computing for Smart Manufacturing.
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

An Agent-Based Model for Evaluating the Boarding and Alighting Efficiency of Autonomous Public Transport Vehicles.
Proceedings of the Computational Science - ICCS 2019, 2019

A Macroscopic Study on Dedicated Highway Lanes for Autonomous Vehicles.
Proceedings of the Computational Science - ICCS 2019, 2019

Tree Memory Networks for Sequence Processing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

A Hybrid Framework for Fast and Accurate GPU Performance Estimation through Source-Level Analysis and Trace-Based Simulation.
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

Advancing Automatic Code Generation for Agent-Based Simulations on Heterogeneous Hardware.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

An Approach for an Automated Adaption of KPI Ontologies by Reusing Systems Engineering Data.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Planning and Engineering Component-Based Automation Systems in AutomationML.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

A Hardware-Agnostic OPC UA Skill Model for Robot Manipulators and Tools.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

OPC UA NodeSet Ontologies as a Pillar of Representing Semantic Digital Twins of Manufacturing Resources.
Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Leveraging Semantic Embeddings for Safety-Critical Applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Motion Prediction of Virtual Patterns, Human Hand Motions, and a simplified Hand Manipulation Task with Hierarchical Temporal Memory.
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019

Development of the Neurorobotic Mouse.
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019

Co-Development of an Infant Prototype in Hardware and Simulation based on CT Imaging Data.
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019

Monitoring Safety of Autonomous Vehicles with Crash Prediction Networks.
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019

The RACE Project: An Informatics-Driven Greenfield Approach to Future E/E Architectures for Cars.
Proceedings of the Automotive Systems and Software Engineering, 2019

2018
Image Processing Units on Ultra-low-cost Embedded Hardware: Algorithmic Optimizations for Real-time Performance.
J. Signal Process. Syst., 2018

Adas on Cots with OpenCL: A Case Study with Lane Detection.
IEEE Trans. Computers, 2018

Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images.
IEEE Robotics Autom. Lett., 2018

h²ECU: A High-Performance and Heterogeneous Electronic Control Unit for Automated Driving.
IEEE Micro, 2018

Model-Based Calibration of a Robotic C-Arm System Using X-Ray Imaging.
J. Medical Robotics Res., 2018

Applying Periodic Thermal Management on Hard Real-Time Systems to Minimize Peak Temperature.
J. Circuits Syst. Comput., 2018

Robust vehicle-infrastructure localization using factor graph and probability data association.
J. Commun. Networks, 2018

KABouM: Knowledge-Level Action and Bounding Geometry Motion Planner.
J. Artif. Intell. Res., 2018

A Survey of Robotics Control Based on Learning-Inspired Spiking Neural Networks.
Frontiers Neurorobotics, 2018

Deep Anticipation: Light Weight Intelligent Mobile Sensing in IoT by Recurrent Architecture.
CoRR, 2018

Model Preemption based on Dynamic Analysis of simulation Data to Accelerate Traffic light Timing optimisation.
Proceedings of the 2018 Winter Simulation Conference, 2018

Incremental calibration of Seat Selection Preferences in Agent-based simulations of Public transport Scenarios.
Proceedings of the 2018 Winter Simulation Conference, 2018

Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving.
Proceedings of the Computer Safety, Reliability, and Security, 2018

Evaluation of Conflict Resolution Methods for Agent-Based Simulations on the GPU.
Proceedings of the 2018 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2018

Fast-Forwarding Agent States to Accelerate Microscopic Traffic Simulations.
Proceedings of the 2018 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2018

Using Time-to-React based on Naturalistic Traffic Object Behavior for Scenario-Based Risk Assessment of Automated Driving.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Kinodynamic Motion Planning Using Multi-Objective optimization.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Uncertainty Estimation for Deep Neural Object Detectors in Safety-Critical Applications.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Context Prediction Architectures in Next Generation of Intelligent Cars.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Roadgraph Generation and Free-Space Estimation in Unknown Structured Environments for Autonomous Vehicle Motion Planning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Hard and Soft Closing of Roads Towards Socially Optimal Routing.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Spatiotemporal Motion Planning with Combinatorial Reasoning for Autonomous Driving.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Deep Reinforcement Learning for Predictive Longitudinal Control of Automated Vehicles.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

An Efficient and Time-Optimal Trajectory Generation Approach for Waypoints Under Kinematic Constraints and Error Bounds.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

End to End Learning of Spiking Neural Network Based on R-STDP for a Lane Keeping Vehicle.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

CARDSFlow: An End-to-End Open-Source Physics Environment for the Design, Simulation and Control of Musculoskeletal Robots.
Proceedings of the 18th IEEE-RAS International Conference on Humanoid Robots, 2018

Robust Vehicle Infrastructure Cooperative Localization in Presence of Clutter.
Proceedings of the 21st International Conference on Information Fusion, 2018

Exploring Execution Schemes for Agent-Based Traffic Simulation on Heterogeneous Hardware.
Proceedings of the 22nd IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2018

Implementing and Parallelizing Real-time Lane Detection on Heterogeneous Platforms.
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

Integration of Driver Behavior into Emotion Recognition Systems: A Preliminary Study on Steering Wheel and Vehicle Acceleration.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017
Random Finite Set Based Bayesian Filtering with OpenCL in a Heterogeneous Platform.
Sensors, 2017

Graph-Based Cooperative Localization Using Symmetric Measurement Equations.
Sensors, 2017

Cyborg and Bionic Systems [TC Spotlight].
IEEE Robotics Autom. Mag., 2017

An Exact Solver for Geometric Constraints With Inequalities.
IEEE Robotics Autom. Lett., 2017

Influence of charging behaviour given charging infrastructure specification: A case study of Singapore.
J. Comput. Sci., 2017

A Framework for Coupled Simulations of Robots and Spiking Neuronal Networks.
J. Intell. Robotic Syst., 2017

Schedulability Analysis Towards Arbitrarily Activated Tasks in Mixed-Criticality Systems.
J. Circuits Syst. Comput., 2017

Neurorobotics - From computational neuroscience to intelligent robots and back.
Inform. Spektrum, 2017

Connecting Artificial Brains to Robots in a Comprehensive Simulation Framework: The Neurorobotics Platform.
Frontiers Neurorobotics, 2017

Potentials and Implications of Dedicated Highway Lanes for Autonomous Vehicles.
CoRR, 2017

Time-sensitive networking (TSN): An experimental setup.
Proceedings of the 2017 IEEE Vehicular Networking Conference, 2017

McFTP: A Framework to Explore and Prototype Multi-core Thermal Managements on Real Processors.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Mixed-Criticality Control System with Performance and Robustness Guarantees.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Hyper-periodic thermal management for hard real-time systems.
Proceedings of the 12th IEEE International Symposium on Industrial Embedded Systems, 2017

Beveled needle position and pose estimation based on optical coherence tomography in ophthalmic microsurgery.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

A Graph Partitioning Algorithm for Parallel Agent-Based Road Traffic Simulation.
Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation, 2017

Graph based cooperative localization using symmetric measurement equations and dedicated short range communication.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Data association - solution or avoidance: Evaluation of a filter based on RFS framework and factor graphs with SME.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Online Multi-object Tracking-by-Clustering for Intelligent Transportation System with Neuromorphic Vision Sensor.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

Deep neural networks for Markovian interactive scene prediction in highway scenarios.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Systematically comparing control approaches in the presence of actuator errors.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Multi vehicle trajectory coordination for automated parking.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Spatiotemporal representation of driving scenarios and classification using neural networks.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Motion planning under perception and control uncertainties with Space Exploration Guided Heuristic Search.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Ontology-based traffic scene modeling, traffic regulations dependent situational awareness and decision-making for automated vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Improving the performance of ADAS application in heterogeneous context: A case of lane detection.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Fast identification of critical roads by neural networks using system optimum assignment information.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

A simulation-based heuristic for city-scale electric vehicle charging station placement.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Towards a neuromorphic implementation of hierarchical temporal memory on SpiNNaker.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Towards autonomous locomotion: Slithering gait design of a snake-like robot for target observation and tracking.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

CPG-based control of smooth transition for body shape and locomotion speed of a snake-like robot.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Event-Based Target Tracking Control for a Snake Robot Using a Dynamic Vision Sensor.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

The use of prototypes within agile product development explorative case study of a Makeathon.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

TAF agile framework reducing uncertainty within minimum time and resources.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

Towards a framework for agile development of physical products influence of artifacts and methods.
Proceedings of the International Conference on Engineering, Technology and Innovation, 2017

Exploring FPGA-GPU Heterogeneous Architecture for ADAS: Towards Performance and Energy.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

Research Challenges for a Future-Proof E/E Architecture - A Project Statement.
Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Robust cooperative localization in a dynamic environment using factor graphs and probability data association filter.
Proceedings of the 20th International Conference on Information Fusion, 2017

Graph based vehicle infrastructure cooperative localization.
Proceedings of the 20th International Conference on Information Fusion, 2017

Slope angle estimation based on multi-sensor fusion for a snake-like robot.
Proceedings of the 20th International Conference on Information Fusion, 2017

OPC UA for plug & produce: Automatic device discovery using LDS-ME.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

A graphical modeling tool supporting automated schedule synthesis for time-sensitive networking.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Environment effects at phantom-based X-ray pose measurements.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Online workload monitoring with the feedback of actual execution time for real-time systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Plenary Talk 1: Bionic systems: Basic research and recent results in neurorobotics in the human brain project.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2017

An integrated framework for multimodal human-robot interaction.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Neurorobotics: From Computational Neuroscience to Intelligent Robots and Back.
Proceedings of the 50 Jahre Universitäts-Informatik in München, 2017

2016
Orthogonal Image Features for Visual Servoing of a 6-DOF Manipulator With Uncalibrated Stereo Cameras.
IEEE Trans. Robotics, 2016

Information Maximizing Optimal Sensor Placement Robust Against Variations of Traffic Demand Based on Importance of Nodes.
IEEE Trans. Intell. Transp. Syst., 2016

Adaptive Workload Management in Mixed-Criticality Systems.
ACM Trans. Embed. Comput. Syst., 2016

Evaluation and Improvements of Runtime Monitoring Methods for Real-Time Event Streams.
ACM Trans. Embed. Comput. Syst., 2016

Systematic Error Modeling and Bias Estimation.
Sensors, 2016

Vehicle Detection Based on Probability Hypothesis Density Filter.
Sensors, 2016

Musculoskeletal Robots: Scalability in Neural Control.
IEEE Robotics Autom. Mag., 2016

Computation by Time.
Neural Process. Lett., 2016

Reconfigurable cache for real-time MPSoCs: Scheduling and implementation.
Microprocess. Microsystems, 2016

Simulation-assisted exploration of charging infrastructure requirements for electric vehicles in urban environments.
J. Comput. Sci., 2016

The effect of information uncertainty in road transportation systems.
J. Comput. Sci., 2016

Dynamic Partitioned Cache Memory for Real-Time MPSoCs with Mixed Criticality.
J. Circuits Syst. Comput., 2016

Cooperative vehicle-infrastructure localization based on the symmetric measurement equation filter.
GeoInformatica, 2016

Scalability in Neural Control of Musculoskeletal Robots.
CoRR, 2016

Data driven Adaptive Traffic simulation of an expressway.
Proceedings of the Winter Simulation Conference, 2016

Formally verifiable modeling of in-vehicle time-sensitive networks (TSN) based on logic programming.
Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016

Online Data Extraction for Large-Scale Agent-Based Simulations.
Proceedings of the 2016 annual ACM Conference on SIGSIM Principles of Advanced Discrete Simulation, 2016

Joint bias estimation and localization in factor graph.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Retina Color-Opponency Based Pursuit Implemented Through Spiking Neural Networks in the Neurorobotics Platform.
Proceedings of the Biomimetic and Biohybrid Systems - 5th International Conference, 2016

Temporal logic for finding undesired behaviors of autonomous vehicles in a state space explored by dynamic analysis.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Tactical cooperative planning for autonomous highway driving using Monte-Carlo Tree Search.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Vehicle infrastructure cooperative localization using Factor Graphs.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Combining task and motion planning for intersection assistance systems.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

BISOS: Backwards Incremental System Optimum Search algorithm for fast socially optimal traffic assignment.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Task level robot programming using prioritized non-linear inequality constraints.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Intuitive instruction of industrial robots: Semantic process descriptions for small lot production.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Traffic State Estimation Using Floating Car Data.
Proceedings of the International Conference on Computational Science 2016, 2016

Information Dynamics in Transportation Systems with Traffic Lights Control.
Proceedings of the International Conference on Computational Science 2016, 2016

Influence of Charging Behaviour Given Charging Station Placement at Existing Petrol Stations and Residential Car Park Locations in Singapore.
Proceedings of the International Conference on Computational Science 2016, 2016

On-the-fly fast overrun budgeting for mixed-criticality systems.
Proceedings of the 2016 International Conference on Embedded Software, 2016

Experimental evaluation of the accuracy at the C-arm pose estimation with x-ray images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A scalable lane detection algorithm on COTSs with OpenCL.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Minimizing peak temperature for pipelined hard real-time systems.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

The Neurorobotics Platform of the Human Brain Project.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

A realistic X-ray simulation for C-arm geometry calibration.
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

Self-organized control of an tendon driven arm by differential extrinsic plasticity.
Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

Precise Measurement of Cargo Boxes for Gantry Robot Palletization in Large Scale Workspaces Using Low-Cost RGB-D Sensors.
Proceedings of the Computer Vision - ACCV 2016, 2016

An adaptive nonlinear model predictive controller for longitudinal motion of automated vehicles.
Proceedings of the 2016 IEEE Conference on Control Applications, 2016

2015
Applying Pay-Burst-Only-Once Principle for Periodic Power Management in Hard Real-Time Pipelined Multiprocessor Systems.
ACM Trans. Design Autom. Electr. Syst., 2015

A Partition-Based Match Making Algorithm for Dynamic Ridesharing.
IEEE Trans. Intell. Transp. Syst., 2015

Hierarchical Grid-based Multi-People Tracking-by-Detection With Global Optimization.
IEEE Trans. Image Process., 2015

SEMSim Cloud Service: Large-scale urban systems simulation in the cloud.
Simul. Model. Pract. Theory, 2015

Combining unsupervised learning and discrimination for 3D action recognition.
Signal Process., 2015

Neuromorphic implementations of neurobiological learning algorithms for spiking neural networks.
Neural Networks, 2015

Information impact on transportation systems.
J. Comput. Sci., 2015

Deriving fault-detection mechanisms from safety requirements.
Comput. Sci. Res. Dev., 2015

Tutorial on a modeling and simulation cloud service.
Proceedings of the 2015 Winter Simulation Conference, 2015

Emulating vehicular ad hoc networks for evaluation and testing of automotive embedded systems.
Proceedings of the 8th International Conference on Simulation Tools and Techniques, 2015

Periodic thermal management for hard real-time systems.
Proceedings of the 10th IEEE International Symposium on Industrial Embedded Systems, 2015

Object detection using boundary representations of primitive shapes.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Generating grammars for natural language understanding from knowledge about actions and objects.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Prioritized motion-force control of multi-constraints for industrial manipulators.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Traffic Simulation Performance Optimization through Multi-Resolution Modeling of Road Segments.
Proceedings of the 3rd ACM Conference on SIGSIM-Principles of Advanced Discrete Simulation, London, United Kingdom, June 10, 2015

Stochastic model predictive controller with chance constraints for comfortable and safe driving behavior of autonomous vehicles.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Path planning with orientation-aware space exploration guided heuristic search for autonomous parking and maneuvering.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Task planning for highly automated driving.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Vehicle-Infrastructure Localization Based on the SME Filter.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Multi-resolution-Modeling for Testing and Evaluation of VANET Applications.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Collecting Simulation Scenarios by Analyzing Physical Test Drives.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

On Identifying Dynamic Intersections in Large Cities.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Spatial and Temporal Analysis of Mismatch between Planned Road Infrastructure and Traffic Demand in Large Cities.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

An Automated Electric Vehicle Prototype Showing New Trends in Automotive Architectures.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Qualitative evaluation of fault hypotheses with non-intrusive fault injection.
Proceedings of the 2015 IEEE International Symposium on Software Reliability Engineering Workshops, 2015

Constraint-based task programming with CAD semantics: From intuitive specification to real-time control.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Analysis and semantic modeling of modality preferences in industrial human-robot interaction.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

An ontology for CAD data and geometric constraints as a link between product models and semantic robot task descriptions.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Multimodal Binding of Parameters for Task-based Robot Programming Based on Semantic Descriptions of Modalities and Parameter Types.
Proceedings of the Workshop on Multimodal and Semantics for Robotics Systems (MuSRobS) co-located with IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2015), 2015

Heuristic search in belief space for motion planning under uncertainties.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

MOPL: A multi-modal path planner for generic manipulation tasks.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Kinodynamic motion planning with Space-Time Exploration Guided Heuristic Search for car-like robots in dynamic environments.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

GPU accelerated ray launching for high-fidelity virtual test drives of VANET applications.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Adaptive neural network Dynamic Surface Control: An evaluation on the musculoskeletal robot Anthrob.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Fast dense stereo correspondences by binary locality sensitive hashing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Extending the Knowledge of Volumes approach to robot task planning with efficient geometric predicates.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Multimodal Human Activity Recognition for Industrial Manufacturing Processes in Robotic Workcells.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Modeling production workflows in a mass customization era.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

Variational PatchMatch MultiView Reconstruction and Refinement.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

OPART: Towards an Open Platform for Abstraction of real-time communication in cross-domain applications.
Proceedings of the 6th International Conference on Automation, Robotics and Applications, 2015

A visual tracking model implemented on the iCub robot as a use case for a novel neurorobotic toolkit integrating brain and physics simulation.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

Adaptive runtime shaping for mixed-criticality systems.
Proceedings of the 2015 International Conference on Embedded Software, 2015

Haptic interface for robot-assisted ophthalmic surgery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Evaluation of Vital Parameter Response to Load Changes Using an Ergometer System in a Group of Healthy Subjects.
Proceedings of the Computing in Cardiology, 2015

Preliminary Comparison Study of Two Electro-Mechanical Cardiopulmonary Resuscitation Devices.
Proceedings of the Computing in Cardiology, 2015

Evaluation of runtime monitoring methods for real-time event streams.
Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

Architecture and representation for handling dialogues in human-robot interactions.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

ATM Service Cost Optimization Using Predictive Encashment Strategy.
Proceedings of the Analysis of Images, Social Networks and Texts, 2015

2014
Energy optimization for real-time multiprocessor system-on-chip with optimal DVFS and DPM combination.
ACM Trans. Embed. Comput. Syst., 2014

CHROMOSOME: a run-time environment for plug & play-capable embedded real-time systems.
SIGBED Rev., 2014

Multiple Vehicle Cooperative Localization with Spatial Registration Based on a Probability Hypothesis Density Filter.
Sensors, 2014

Employing early model-based safety evaluation to iteratively derive E/E architecture design.
Sci. Comput. Program., 2014

A framework for reliability-aware embedded system design on multiprocessor platforms.
Microprocess. Microsystems, 2014

Map stream: initializing what-if analyses for real-time symbiotic traffic simulations.
Proceedings of the 2014 Winter Simulation Conference, 2014

Learning Weighted Joint-based Features for Action Recognition using Depth Camera.
Proceedings of the VISAPP 2014, 2014

Analysis and modeling of hand-ball contact force during tossing motion.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Tool Support for Integrated Development of Component-based Embedded Systems.
Proceedings of the Software Engineering 2014, Fachtagung des GI-Fachbereichs Softwaretechnik, 25. Februar, 2014

The Priority Division Arbiter for low WCET and high Resource Utilization in Multi-core Architectures.
Proceedings of the 22nd International Conference on Real-Time Networks and Systems, 2014

Measurement based WCET Analysis for Multi-core Architectures.
Proceedings of the 22nd International Conference on Real-Time Networks and Systems, 2014

Adaptive dynamic power management for hard real-time pipelined Multiprocessor Systems.
Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014

Mechanisms and capabilities for human robot collaboration.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

Automatic cache partitioning and time-triggered scheduling for real-time MPSoCs.
Proceedings of the 2014 International Conference on ReConFigurable Computing and FPGAs, 2014

LiDAR based vehicle detection in urban environment.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

Modular multi sensor data fusion architecture for autonomous vehicles: Using the RACE system on a segway RMP 440.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

Testing autonomous driving systems against sensor and actuator error combinations.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

A Traffic Knowledge Aided Vehicle Motion Planning Engine Based on Space Exploration Guided Heuristic Search.
Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Vehicle detection based on LiDAR and camera fusion.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Stochastic bus traffic modelling and validation using smart card fare collection data.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Object Recognition Using Constraints from Primitive Shape Matching.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Run-Time Adaptive Error and State Management for Open Automotive Systems.
Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

6D image-based visual servoing for robot manipulators with uncalibrated stereo cameras.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Adaptive Error and Sensor Management for Autonomous Vehicles: Model-Based Approach and Run-Time System.
Proceedings of the Model-Based Safety and Assessment - 4th International Symposium, 2014

Intuitive robot tasks with augmented reality and virtual obstacles.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Action recognition using ensemble weighted multi-instance learning.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Policy search for learning robot control using sparse data.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Uncalibrated stereo visual servoing for manipulators using virtual impedance control.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Transparency optimized interaction in telesurgery devices via time-delayed communications.
Proceedings of the IEEE Haptics Symposium, 2014

Abstract: Shared L2 Cache Management in Multicore Real-Time System.
Proceedings of the 22nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2014

Planning perception and action for cognitive mobile manipulators.
Proceedings of the Intelligent Robots and Computer Vision XXXI: Algorithms and Techniques, 2014

Multi-modality Gesture Detection and Recognition with Un-supervision, Randomization and Discrimination.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Real time load prediction and outliers detection using STORM.
Proceedings of the 8th ACM International Conference on Distributed Event-Based Systems, 2014

Schedule Integration Framework for Time-Triggered Automotive Architectures.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014

Drive-by-wireless with the eCar demonstrator.
Proceedings of the 4th ACM SIGBED International Workshop on Design, 2014

Simulation of an Electro-Mechanical Resuscitation Device for Cardiopulmonary Resuscitation.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Adaptive neural network dynamic surface control for musculoskeletal robots.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Continuum worm-like robotic mechanism with decentral control architecture.
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Interdisciplinary concept of design, actuation, control and vision computing of a laser-sintered single-port robot.
Proceedings of the 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014

Virtual fixture control of a hybrid parallel-serial robot for assisting ophthalmic surgery: An experimental study.
Proceedings of the 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014

Timing anomalies in multi-core architectures due to the interference on the shared resources.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014

Human activity recognition in the context of industrial human-robot interaction.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Reconfigurable industrial process monitoring using the CHROMOSOME middleware.
SIGBED Rev., 2013

Using Embodied Multimodal Fusion to Perform Supportive and Instructive Robot Roles in Human-Robot Interaction.
Int. J. Soc. Robotics, 2013

Gradient boosting machines, a tutorial.
Frontiers Neurorobotics, 2013

Toward Anthropomimetic Robotics: Development, Simulation, and Control of a Musculoskeletal Torso.
Artif. Life, 2013

Design of an inherently safe worm-like robot.
Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2013

Unsupervised Learning Spatio-temporal Features for Human Activity Recognition from RGB-D Video Data.
Proceedings of the Social Robotics - 5th International Conference, 2013

Interface Concepts for Communicating Green Cyber-Physical Systems to Public.
Proceedings of the SMARTGREENS 2013, 2013

Solving the 15-Puzzle Game Using Local Value-Iteration.
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

Increasing efficiency in robot-supported assemblies through predictive mechanisms: An experimental evaluation.
Proceedings of the IEEE International Symposium on Robot and Human Interactive Communication, 2013

Learning Throttle Valve Control Using Policy Search.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Does the Low Power Mode of the Actigraph GT3X+ Accelerometer Influence the Device Output in Sleep Research in Healthy Subjects?
Proceedings of the MEDINFO 2013, 2013

Towards the deployment of a centralized ICT architecture in the automotive domain.
Proceedings of the 2nd Mediterranean Conference on Embedded Computing, 2013

A Model-Driven Approach for Runtime Reliability Analysis.
Proceedings of the Sixth Latin-American Symposium on Dependable Computing, 2013

A lane marking extraction approach based on Random Finite Set Statistics.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

A case study on implementing future human-machine interfaces.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Towards autonomous driving in a parking garage: Vehicle localization and tracking using environment-embedded LIDAR sensors.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Combining space exploration and heuristic search in online motion planning for nonholonomic vehicles.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Cumulative error estimation from noisy relative measurements.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

A partition based match making algorithm for taxi sharing.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Scene Perception and Recognition in Industrial Environments for Human-Robot Interaction.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

3D image-based dynamic visual servoing with uncalibrated stereo cameras.
Proceedings of the 44th Internationel Symposium on Robotics, 2013

Multiple vehicle cooperative localization under random finite set framework.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Efficient compositional approaches for real-time robust direct visual odometry from RGB-D data.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

KVP: A knowledge of volumes approach to robot task planning.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Uncalibrated 3D stereo image-based dynamic visual servoing for robot manipulators.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Global optimal data association for multiple people tracking.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Learning to Track Multi-target Online by Boosting and Scene Layout.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Scene Perception and Recognition for Human-Robot Co-operation.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

PM-Huber: PatchMatch with Huber Regularization for Stereo Matching.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Future cars: necessity for an adaptive and distributed multiple independent levels of security architecture.
Proceedings of the 2nd ACM International Conference on High Confidence Networked Systems (part of CPS Week), 2013

Evaluation of an adaptive algorithm for fuzzy type-2 control in blood pressure regulation.
Proceedings of the FUZZ-IEEE 2013, 2013

Reducing the impact of vibration-caused artifacts in a brain-computer interface using gyroscope data.
Proceedings of Eurocon 2013, 2013

Abstract: Energy optimization for real-time multiprocessor system-on-chip with optimal DVFS and DPM combination.
Proceedings of the 11th IEEE Symposium on Embedded Systems for Real-time Multimedia, 2013

Learning control under uncertainty: A probabilistic Value-Iteration approach.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Hierarchical Reinforcement Learning for Robot Navigation.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

The introduction of a new robot for assistance in ophthalmic surgery.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Human Performance Profiling While Driving a Sidestick-Controlled Car.
Proceedings of the Data Science, 2013

Boosting Simplified Fuzzy Neural Networks.
Proceedings of the Engineering Applications of Neural Networks, 2013

JavaScript Distributed Agent Based Discrete Event Simulation.
Proceedings of the 17th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2013

Effective Online Power Management with Adaptive Interplay of DVS and DPM for Embedded Real-Time System.
Proceedings of the 2013 Euromicro Conference on Digital System Design, 2013

Bounding SDRAM interference: detailed analysis vs. latency-rate analysis.
Proceedings of the Design, Automation and Test in Europe, 2013

Energy optimization with worst-case deadline guarantee for pipelined multiprocessor systems.
Proceedings of the Design, Automation and Test in Europe, 2013

A Multi-threaded Execution Model for the Agent-Based SEMSim Traffic Simulation.
Proceedings of the AsiaSim 2013, 2013

Cache partitioning and scheduling for energy optimization of real-time MPSoCs.
Proceedings of the 24th International Conference on Application-Specific Systems, 2013

Kinematics and dynamics analysis of a hybrid parallel-serial micromanipulator designed for biomedical applications.
Proceedings of the 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2013

2012
Wireless Robotics: A Highly Promising Case for Standardization.
Wirel. Pers. Commun., 2012

A framework for reliability-aware design exploration on MPSoC based systems.
Des. Autom. Embed. Syst., 2012

Dynamic Priority Queue: An SDRAM Arbiter With Bounded Access Latencies for Tight WCET Calculation
CoRR, 2012

Interspike Interval Based Filtering of Directional Selective Retinal Ganglion Cells Spike Trains.
Comput. Intell. Neurosci., 2012

Symbiotic simulation for future electro-mobility transportation systems.
Proceedings of the Winter Simulation Conference, 2012

Real-time 3D Multiple Human Tracking with Robustness Enhancement through Machine Learning.
Proceedings of the VISAPP 2012, 2012

Shared memory protection for spatial separation in multicore architectures.
Proceedings of the 7th IEEE International Symposium on Industrial Embedded Systems, 2012

Workflow analysis and surgical phase recognition in minimally invasive surgery.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

User friendly Matlab-toolbox for symbolic robot dynamic modeling used for control design.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

Kinematics, control and workspace analysis of a bowden wire actuated manipulator for minimally invasive single-port surgery.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

A Generic Approach Simplifying Model-to-Model Transformation Chains.
Proceedings of the Model Driven Engineering Languages and Systems, 2012

A sensor fusion approach for localization with cumulative error elimination.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2012

Visual odometry based on Random Finite Set Statistics in urban environment.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Human Body Orientation Estimation in Multiview Scenarios.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Early safety evaluation of design decisions in E/E architecture according to ISO 26262.
Proceedings of the 3rd international ACM SIGSOFT symposium on Architecting Critical Systems, 2012

Single camera visual odometry based on Random Finite Set Statistics.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Calibration of a physics-based model of an anthropomimetic robot using Evolution Strategies.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Micro camera augmented endoscopic instruments: Towards superhuman performance in remote surgical cutting.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Computed muscle control for an anthropomimetic elbow joint.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Social behavior recognition using body posture and head pose for human-robot interaction.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Game solving for industrial automation and control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Fusing vision and odometry for accurate indoor robot localization.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Learning a fuzzy system from training data using the Münsteraner Optimisation System.
Proceedings of the FUZZ-IEEE 2012, 2012

Application of adaptive fuzzy controllers for the automation of medical devices.
Proceedings of the FUZZ-IEEE 2012, 2012

Complex Valued Artificial Recurrent Neural Network as a Novel Approach to Model the Perceptual Binding Problem.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

A data mining approach to reduce the false alarm rate of patient monitors.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Bounding WCET of applications using SDRAM with Priority Based Budget Scheduling in MPSoCs.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Static scheduling of a Time-Triggered Network-on-Chip based on SMT solving.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Towards fault-tolerant embedded systems with imperfect fault detection.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

Conforming the runtime inputs for hard real-time embedded systems.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

MGSyn: Automatic Synthesis for Industrial Automation.
Proceedings of the Computer Aided Verification - 24th International Conference, 2012

Clinical motion tracking and motion analysis during ophthalmic surgery using electromagnetic tracking system.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Server-Sided Automatic Map Transformation in RoboEarth.
Proceedings of the Autonomous Mobile Systems 2012, 2012

An Automotive Side-View System Based on Ethernet and IP.
Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

2011
Artificial Cognition in Production Systems.
IEEE Trans Autom. Sci. Eng., 2011

Introducing the Human Brain Project.
Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

Erratum: Sharpening of directional selectivity from neural output of rabbit retina.
J. Comput. Neurosci., 2011

Sharpening of directional selectivity from neural output of rabbit retina.
J. Comput. Neurosci., 2011

Biological movement increases acceptance of humanoid robots as human partners in motor interaction.
AI Soc., 2011

On the Hardness of Priority Synthesis.
Proceedings of the Implementation and Application of Automata, 2011

Synthesis of Fault-Tolerant Embedded Systems Using Games: From Theory to Practice.
Proceedings of the Verification, Model Checking, and Abstract Interpretation, 2011

Multi-camera People Tracking with Hierarchical Likelihood Grids.
Proceedings of the VISAPP 2011, 2011

GAVS+: An Open Platform for the Research of Algorithmic Game Solving.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2011

Model Checking Industrial Robot Systems.
Proceedings of the Model Checking Software, 2011

Evaluating Supportive and Instructive Robot Roles in Human-Robot Interaction.
Proceedings of the Social Robotics - Third International Conference, 2011

3D Position based multiple human servoing by low-level-control of 6 DOF industrial robot.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

A scalable joint-space controller for musculoskeletal robots with spherical joints.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Automatic distribution of vision-tasks on computing clusters.
Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011

Energy-Aware Task Allocation for Network-on-Chip Based Heterogeneous Multiprocessor Systems.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Model Construction and Priority Synthesis for Simple Interaction Systems.
Proceedings of the NASA Formal Methods, 2011

Automated Model-to-Metamodel Transformations Based on the Concepts of Deep Instantiation.
Proceedings of the Model Driven Engineering Languages and Systems, 2011

Using a Robotic Arm to Assess the Variability of Motion Sensors.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Beschreibung der Plattformabhängigkeit eingebetteter Applikationen mit Dienstmodellen.
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme VII, 2011

CALIPER: A universal robot simulation framework for tendon-driven robots.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Physics-based modeling of an anthropomimetic robot.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Human workflow analysis using 3D occupancy grid hand tracking in a human-robot collaboration scenario.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Evolution of attention mechanisms for early visual processing.
Proceedings of the Human Vision and Electronic Imaging XVI, 2011

Implementation and evaluation of a gesture-based input method in robotic surgery.
Proceedings of the IEEE International Workshop on Haptic Audio Visual Environments and Games, 2011

Hemodynamic regulation using fuzzy logic.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Automation of an extracorporeal support system with adaptive fuzzy controllers.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A comparative study on extra-corporal circulation control.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Robust pedestrian detection and tracking from a moving vehicle.
Proceedings of the Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques, 2011

Reliability-Aware Design Optimization for Multiprocessor Embedded Systems.
Proceedings of the 14th Euromicro Conference on Digital System Design, 2011

Priority division: A high-speed shared-memory bus arbitration with bounded latency.
Proceedings of the Design, Automation and Test in Europe, 2011

A workflow for runtime adaptive task allocation on heterogeneous MPSoCs.
Proceedings of the Design, Automation and Test in Europe, 2011

Analysis and optimization of fault-tolerant task scheduling on multiprocessor embedded systems.
Proceedings of the 9th International Conference on Hardware/Software Codesign and System Synthesis, 2011

Algorithms for Synthesizing Priorities in Component-Based Systems.
Proceedings of the Automated Technology for Verification and Analysis, 2011

2010
Design Principles for Safety in Human-Robot Interaction.
Int. J. Soc. Robotics, 2010

A Game-theoretic Approach for Synthesizing Fault-Tolerant Embedded Systems
CoRR, 2010

A skill-based approach towards hybrid assembly.
Adv. Eng. Informatics, 2010

Design Abstraction and Processes in Robotics: From Code-Driven to Model-Driven Engineering.
Proceedings of the Simulation, Modeling, and Programming for Autonomous Robots, 2010

Interacting in time and space: Investigating human-human and human-robot joint action.
Proceedings of the 19th IEEE International Conference on Robot and Human Interactive Communication, 2010

Model-to-Metamodel Transformation for the Development of Component-Based Systems.
Proceedings of the Model Driven Engineering Languages and Systems, 2010

Modell-zu-Metamodell-Transformationen zur Entwicklung von komponentenbasierten Systemen.
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme VI, 2010

MultiNet: An intelligent sensor cable.
Proceedings of the 35th Annual IEEE Conference on Local Computer Networks, 2010

Robust tracking and monocular 3D reconstruction of line-based features in urban environments.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Speeding Up HOG and LBP Features for Pedestrian Detection by Multiresolution Techniques.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

When to assist? - Modelling human behaviour for hybrid assembly systems.
Proceedings of the ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany, 2010

euRobotics - Shaping the future of European robotics.
Proceedings of the ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany, 2010

Framework of automatic robot surgery system using Visual servoing.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Visual servoing of presenters in augmented virtual reality TV studios.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Markerless, vision-assisted flight control of a quadrocopter.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Distributed control for an anthropomimetic robot.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Situated Reference in a Hybrid Human-Robot Interaction System.
Proceedings of the INLG 2010, 2010

Towards an adaptive execution of applications in heterogeneous embedded networks.
Proceedings of the 2010 ICSE Workshop on Software Engineering for Sensor Network Applications, 2010

Automation of tissue piercing using circular needles and vision guidance for computer aided laparoscopic surgery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010


A Flexible Robotics and Automation System - Parallel Visual Processing, Realtime Actuator Control and Task Automation for Limp Object Handling.
Proceedings of the ICINCO 2010, 2010

Autonomous High Precision Positioning of Surgical Instruments in Robot-Assisted Minimally Invasive Surgery under Visual Guidance.
Proceedings of the Sixth International Conference on Autonomic and Autonomous Systems, 2010

Evaluation of Pose Hypotheses by Image Feature Extraction for Vehicle Localization.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

Telepresence Technology for Production: From Manual to Automated Assembly.
Proceedings of the Haptics: Generating and Perceiving Tangible Sensations, 2010

A comprehensive approach towards extra-corporal circulation control using fuzzy logic.
Proceedings of the FUZZ-IEEE 2010, 2010

FTOS: Model-driven development of fault-tolerant automation systems.
Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

Model-based specification of timing requirements.
Proceedings of the 10th International conference on Embedded software, 2010

Runtime adaptive allocation of dynamically mixed tasks on a heterogeneous MPSoC platform.
Proceedings of the 2010 Conference on Design & Architectures for Signal & Image Processing, 2010

Design of an experimental platform for an X-by-wire car with four-wheel steering.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

GAVS: Game Arena Visualization and Synthesis.
Proceedings of the Automated Technology for Verification and Analysis, 2010

A Distributed Many-Camera System for Multi-person Tracking.
Proceedings of the Ambient Intelligence, 2010

Service Migration Scenarios for Embedded Networks.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010

2009
eSOA - SOA für eingebettete Netze.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2009

FTOS-Verify: Analysis and Verification of Non-Functional Properties for Fault-Tolerant Systems
CoRR, 2009

Attention driven visual processing for an interactive dialog robot.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Evaluation of a novel biologically inspired trajectory generator in human-robot interaction.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009


Developing Service Oriented Sensor/Actuator Networks Using a Tailored Middleware.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Real-Time Articulated Hand Detection and Pose Estimation.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Multi-target and Multi-camera Object Detection with Monte-Carlo Sampling.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Constraint task-based control in industrial settings.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

∈SOA - Service Oriented Architectures adapted for embedded networks.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

Evaluating Description and Reference Strategies in a Cooperative Human-Robot Dialogue System.
Proceedings of the IJCAI 2009, 2009

Testing of Image Processing Algorithms on Synthetic Data.
Proceedings of the Fourth International Conference on Software Engineering Advances, 2009

Virtualization Techniques for Cross Platform Automated Software Builds, Tests and Deployment.
Proceedings of the Fourth International Conference on Software Engineering Advances, 2009

A vision based human robot interface for robotic walkthroughs in a biotech laboratory.
Proceedings of the 4th ACM/IEEE International Conference on Human Robot Interaction, 2009

Hardware-assisted multiple object tracking for human-robot-interaction.
Proceedings of the 4th ACM/IEEE International Conference on Human Robot Interaction, 2009

Efficient Communication in Control-oriented Embedded Networks.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

Modeling and Verification for Timing Satisfaction of Fault-Tolerant Systems with Finiteness.
Proceedings of the 13th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2009

Toward the Design of Robotic Software with Verifiable Safety.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

Examining robotic systems with shape-adjustable manipulators under dynamic environments: From simulation to verification.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

Services to the Field: An Approach for Resource Constrained Sensor/Actor Networks.
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

Comparing Objective and Subjective Measures of Usability in a Human-Robot Dialogue System.
Proceedings of the ACL 2009, 2009

2008
Mutual Information-Based 3D Object Tracking.
Int. J. Comput. Vis., 2008

A System for Robotic Heart Surgery that Learns to Tie Knots Using Recurrent Neural Networks.
Adv. Robotics, 2008

Sampling feature points for contour tracking with graphics hardware.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

Integrating robust likelihoods with Monte-Carlo filters for multi-target tracking.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

Robust contour-based object tracking integrating color and edge likelihoods.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

A GPU-accelerated particle filter with pixel-level likelihood.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

Generating a Tailored Middleware for Wireless Sensor Network Applications.
Proceedings of the IEEE International Conference on Sensor Networks, 2008

Joint-action for humans and industrial robots for assembly tasks.
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, 2008

Human-robot interaction in handing-over tasks.
Proceedings of the 17th IEEE International Symposium on Robot and Human Interactive Communication, 2008

A multi-camera person tracking system for robotic applications in virtual reality TV studio.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

A Cross Platform Development Workflow for C/C++ Applications.
Proceedings of the Third International Conference on Software Engineering Advances, 2008

WS-AMUSE - web service architecture for multimedia services.
Proceedings of the 30th International Conference on Software Engineering (ICSE 2008), 2008

Balancing exploration and exploitation in motion planning.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Human-machine skill transfer extended by a scaffolding framework.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

MultiML: a general purpose representation language for multimodal human utterances.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Accelerating Integral Histograms Using an Adaptive Approach.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

A Wait-free Realtime System for Optimal Distribution of Vision Tasks on Multicore Architectures.
Proceedings of the ICINCO 2008, 2008

Automation of Manual Tasks for Minimally Invasive Surgery.
Proceedings of the Fourth International Conference on Autonomic and Autonomous Systems, 2008

The roles of haptic-ostensive referring expressions in cooperative, task-based human-robot dialogue.
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction, 2008

A Naïve Bayes Classifier with Distance Weighting for Hand-Gesture Recognition.
Proceedings of the Advances in Computer Science and Engineering, 2008

Automation of the Complete Sample Management in a Biotech Laboratory.
Proceedings of the Visions of Computer Science, 2008

2007
Haptic Feedback in a Telepresence System for Endoscopic Heart Surgery.
Presence Teleoperators Virtual Environ., 2007

Guest Editor's Introduction: Toward High-Definition Telepresence
Presence Teleoperators Virtual Environ., 2007

Model Based Development of Safety-Critical Systems Using Template Based Code Generation.
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2007), 2007

Generic Fault-Tolerance Mechanisms Using the Concept of Logical Execution Time.
Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2007), 2007

Real-Time 3D Face Tracking with Mutual Information and Active Contours.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Adaptive Control for Human-Robot Skilltransfer: Trajectory Planning Based on Fluid Dynamics.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

An Analytical Model of Divisive Normalization in Disparity-Tuned Complex Cells.
Proceedings of the Artificial Neural Networks, 2007

Integrating Language, Vision and Action for Human Robot Dialog Systems.
Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007

Integrating Multimodal Cues Using Grammar Based Models.
Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007

Model-Based Analysis and Development of Dependable Systems.
Proceedings of the Model-Based Engineering of Embedded Real-Time Systems, 2007

Models for automatic generation of safety-critical real-time systems.
Proceedings of the The Second International Conference on Availability, 2007

2006
Goal-directed imitation for robots: A bio-inspired approach to action understanding and skill learning.
Robotics Auton. Syst., 2006

Fully Automatic Real-Time 3D Object Tracking using Active Contour and Appearance Models.
J. Multim., 2006

Model-Based Development of Fault-Tolerant Embedded Software.
Proceedings of the Leveraging Applications of Formal Methods, 2006

An Efficient and Robust Real-Time Contour Tracking System.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Template-Based Development of Fault-Tolerant Embedded Software.
Proceedings of the International Conference on Software Engineering Advances (ICSEA 2006), October 28, 2006

Human-Robot dialogue for joint construction tasks.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

2005
Development of Dependable Real-Time Systems with Zerberus.
Proceedings of the 11th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2005), 2005

The Zerberus Language: Describing the Functional Model of Dependable Real-Time Systems.
Proceedings of the Dependable Computing, Second Latin-American Symposium, 2005

Action Understanding and Imitation Learning in a Robot-Human Task.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

An Experimental System for Robotic Heart Surgery.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Editorial.
Robotics Auton. Syst., 2004

Editorial: Humanoid Robots - Hype or Hope?
Int. J. Humanoid Robotics, 2004

The Endo[PA]R system for minimally invasive robotic surgery.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Real-Time Matching of Angiographies with In Situ Heart Image Sequences.
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004

2003
A two-arm situated artificial communicator for human-robot cooperative assembly.
IEEE Trans. Ind. Electron., 2003

A service robot for automating the sample management in biotechnological cell cultivations.
Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

A wide range temperature stable integrated current reference.
Proceedings of the ESSCIRC 2003, 2003

Robotik.
Proceedings of the Handbuch der Künstlichen Intelligenz, 4. Auflage, 2003

Robotik.
Fischer, ISBN: 978-3-596-15552-1, 2003

2002
Extracting compact fuzzy rules based on adaptive data approximation using B-splines.
Inf. Sci., 2002

Editorial: Cui Bono Robo Sapiens?
Auton. Robots, 2002

Control Architecture and Experiment of a Situated Robot System for Interactive Assembly.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

Visual Guided Grasping of Aggregates using Self-Valuing Learning.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

2001
Cui bono robo sapiens?
Robotics Auton. Syst., 2001

Distributed contract networks of sensor agents with adaptive reconfiguration: modelling, simulation, implementation and experiments.
J. Frankl. Inst., 2001

Asymptotic Motion Control of Robot Manipulators Using Uncalibrated Visual Feedback.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

Computation of Fingertip Positions for a Form-Closure Grasp.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

Fuzzy quantifiers: a linguistic technique for data fusion.
Proceedings of the Data Fusion and Perception, 2001

2000
A neuro-fuzzy control model for fine-positioning of manipulators.
Robotics Auton. Syst., 2000

A Multi-Agent System Architecture for Distributed Computer Vision.
Int. J. Artif. Intell. Tools, 2000

A General Learning Approach to Multisensor Based Control using Statistic Indices.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

1999
Situated neuro-fuzzy control for vision-based robot localisation.
Robotics Auton. Syst., 1999

Interactive assembly by a two-arm robot agent.
Robotics Auton. Syst., 1999

Ein Situierter Künstlicher Kommunikator für Konstruktionsaufgaben.
Kognitionswissenschaft, 1999

Designing fuzzy controllers by rapid learning.
Fuzzy Sets Syst., 1999

Natural language navigation in multimedia archives: an integrated approach.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Application of fuzzy quantifiers in image processing: a case study.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999

Appearance-Based Visual Learning in a Neuro-Fuzzy Model for Fine-Positioning of Manipulators.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

Robot Skill Transfer Based on B-Spline Fuzzy Controllers for Force-Control Tasks.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

Modelling multivariate data by neuro-fuzzy systems.
Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering, 1999

Visuelles Reinforcement-Lernen zur Feinpositionierung eines Roboterarms über kompakte Zustandskodierung.
Proceedings of the Autonome Mobile Systeme 1999, 1999

1998
Constructing fuzzy controllers with B-spline models - Principles and applications.
Int. J. Intell. Syst., 1998

A Neuro-Fuzzy Solution for Fine-Motion Control Based on Vision and Force Sensors.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

An Integrated Approach to Semantic Evaluation and Content-Based Retrieval of Multimedia Documents.
Proceedings of the Research and Advanced Technology for Digital Libraries, 1998

Development of a Robot Agent for Interactive Assembly.
Proceedings of the Distributed Autonomous Robotic Systems 3, 1998

Visuelles Lernen zur Lokalisierung eines mobilen Roboters.
Proceedings of the Autonome Mobile Systeme 1998, 14. Fachgespräch, Karlsruhe, 30. November, 1998

1997
From Numerical Interpolation to Constructing Intelligent Behaviors.
Proceedings of the Fuzzy Logic in Artificial Intelligence, 1997

Online learning of B-spline fuzzy controller to acquire sensor-based assembly skills.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Instructing cooperating assembly robots through situated dialogues in natural language.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Fast colour image segmentation using a pre-clustered chromaticity-plane.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A New Type of Fuzzy Logic System for Adaptive Modeling and Control.
Proceedings of the Computational Intelligence, 1997

1996
Modular design of fuzzy controller integrating deliberative and reactive strategies.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Fusion of data from fuzzy integral-based active and passive colour stereo vision systems for correspondence identification.
Proceedings of the 8th European Signal Processing Conference, 1996

1995
Hierarchical and Lateral Coordination in MAS: An Analysis of Message Traffic Flow.
Proceedings of the First International Conference on Multiagent Systems, 1995

1994
Global Code Selection of Directed Acyclic Graphs.
Proceedings of the Compiler Construction, 5th International Conference, 1994

1993
Formally correct translation of DSP algorithms specified in an asynchronous applicative language.
Proceedings of the IEEE International Conference on Acoustics, 1993

Automated generation of DSP program development tools using a machine description formalism.
Proceedings of the IEEE International Conference on Acoustics, 1993

An Active Stereometric Triangulation Technique Using a Continuous Colour Pattern.
Proceedings of the Graphics and Robotics, Dagstuhl Castle, 1993

1991
Ultrasonic holography techniques for localizing and imaging solid objects.
IEEE Trans. Robotics Autom., 1991

An applicative real-time language for DSP-programming supporting asynchronous data-flow concepts.
Microprocessing and Microprogramming, 1991

Eine datenflußorientierte, funktionale Programmiersprache für die Echtzeitdatenverarbeitung.
Proceedings of the Prozeßrechnersysteme '91, 1991

1990
CADiSP-a graphical compiler for the programming of DSP in a completely symbolic way.
Proceedings of the 1990 International Conference on Acoustics, 1990

1988
Fortgeschrittene Verfahren zur ultraschallbasierten Objekterkennung in der Robotik.
PhD thesis, 1988

Akustische Holographie - ein Hilfsmittel zur Bestimmung der räumlichen Position von Objekten in der Robotik.
Robotersysteme, 1988

1986
Skripte als ereignisorientierte Repräsentationsmechanismen in der Robotik.
Proceedings of the GI - 16. Jahrestagung I, Berlin, 6.-10. Oktober 1986, Proceedings, 1986


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