Sebastian A. Scherer

Orcid: 0000-0002-8373-4688

Affiliations:
  • Carnegie Mellon University, Pittsburgh, USA
  • University of Tübingen, Germany (former)


According to our database1, Sebastian A. Scherer authored at least 259 papers between 2006 and 2024.

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Bibliography

2024
I2D-Loc++: Camera Pose Tracking in LiDAR Maps With Multi-View Motion Flows.
IEEE Robotics Autom. Lett., September, 2024

Multi-Robot Multi-Room Exploration With Geometric Cue Extraction and Circular Decomposition.
IEEE Robotics Autom. Lett., February, 2024

AnyLoc: Towards Universal Visual Place Recognition.
IEEE Robotics Autom. Lett., February, 2024

Present and Future of SLAM in Extreme Environments: The DARPA SubT Challenge.
IEEE Trans. Robotics, 2024

SoRTS: Learned Tree Search for Long Horizon Social Robot Navigation.
IEEE Robotics Autom. Lett., 2024

Time-Optimal Path Planning in a Constant Wind for Uncrewed Aerial Vehicles Using Dubins Set Classification.
IEEE Robotics Autom. Lett., 2024

Multi-robot, multi-sensor exploration of multifarious environments with full mission aerial autonomy.
Int. J. Robotics Res., 2024

Fast and Modular Autonomy Software for Autonomous Racing Vehicles.
Field Robotics, 2024

MapEx: Indoor Structure Exploration with Probabilistic Information Gain from Global Map Predictions.
CoRR, 2024

MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual Odometry.
CoRR, 2024

FIReStereo: Forest InfraRed Stereo Dataset for UAS Depth Perception in Visually Degraded Environments.
CoRR, 2024

Amelia: A Large Model and Dataset for Airport Surface Movement Forecasting.
CoRR, 2024

Map It Anywhere (MIA): Empowering Bird's Eye View Mapping using Large-scale Public Data.
CoRR, 2024

Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation.
CoRR, 2024

UniSaT: Unified-Objective Belief Model and Planner to Search for and Track Multiple Objects.
CoRR, 2024

RuleFuser: Injecting Rules in Evidential Networks for Robust Out-of-Distribution Trajectory Prediction.
CoRR, 2024

General Place Recognition Survey: Towards Real-World Autonomy.
CoRR, 2024

AirShot: Efficient Few-Shot Detection for Autonomous Exploration.
CoRR, 2024

Multi-Robot Planning for Filming Groups of Moving Actors Leveraging Submodularity and Pixel Density.
CoRR, 2024

Deep Bayesian Future Fusion for Self-Supervised, High-Resolution, Off-Road Mapping.
CoRR, 2024

Learning Generalizable Feature Fields for Mobile Manipulation.
CoRR, 2024

TartanAviation: Image, Speech, and ADS-B Trajectory Datasets for Terminal Airspace Operations.
CoRR, 2024

A Unified MPC Strategy for a Tilt-rotor VTOL UAV Towards Seamless Mode Transitioning.
CoRR, 2024

Aerial Field Robotics.
CoRR, 2024

How is the Pilot Doing: VTOL Pilot Workload Estimation by Multimodal Machine Learning on Psycho-physiological Signals.
Proceedings of the 33rd IEEE International Conference on Robot and Human Interactive Communication, 2024

UNRealNet: Learning Uncertainty-Aware Navigation Features from High-Fidelity Scans of Real Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

TartanDrive 2.0: More Modalities and Better Infrastructure to Further Self-Supervised Learning Research in Off-Road Driving Tasks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Geometry-Informed Distance Candidate Selection for Adaptive Lightweight Omnidirectional Stereo Vision with Fisheye Images.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Aerial Interaction with Tactile Sensing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

SubT-MRS Dataset: Pushing SLAM Towards All-weather Environments.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Informative Sensor Planning for a Single-Axis Gimbaled Camera on a Fixed-Wing UAV.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

2023
BioSLAM: A Bioinspired Lifelong Memory System for General Place Recognition.
IEEE Trans. Robotics, December, 2023

AutoMerge: A Framework for Map Assembling and Smoothing in City-Scale Environments.
IEEE Trans. Robotics, October, 2023

MUI-TARE: Cooperative Multi-Agent Exploration With Unknown Initial Position.
IEEE Robotics Autom. Lett., July, 2023

iSimLoc: Visual Global Localization for Previously Unseen Environments With Simulated Images.
IEEE Trans. Robotics, June, 2023

Off-Policy Evaluation With Online Adaptation for Robot Exploration in Challenging Environments.
IEEE Robotics Autom. Lett., June, 2023

Exploring the Most Sectors at the DARPA Subterranean Challenge Finals.
Field Robotics, January, 2023

SphereVLAD++: Attention-Based and Signal-Enhanced Viewpoint Invariant Descriptor.
IEEE Robotics Autom. Lett., 2023

Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis.
CoRR, 2023

PIAug - Physics Informed Augmentation for Learning Vehicle Dynamics for Off-Road Navigation.
CoRR, 2023

FoundLoc: Vision-based Onboard Aerial Localization in the Wild.
CoRR, 2023

Enhancing Multi-Drone Coordination for Filming Group Behaviours in Dynamic Environments.
CoRR, 2023

Greedy Perspectives: Multi-Drone View Planning for Collaborative Coverage in Cluttered Environments.
CoRR, 2023

AirIMU: Learning Uncertainty Propagation for Inertial Odometry.
CoRR, 2023

PyPose v0.6: The Imperative Programming Interface for Robotics.
CoRR, 2023

2D-3D Pose Tracking with Multi-View Constraints.
CoRR, 2023

Multi-Robot Multi-Room Exploration with Geometric Cue Extraction and Spherical Decomposition.
CoRR, 2023

SubT-MRS: A Subterranean, Multi-Robot, Multi-Spectral and Multi-Degraded Dataset for Robust SLAM.
CoRR, 2023

Pegasus Simulator: An Isaac Sim Framework for Multiple Aerial Vehicles Simulation.
CoRR, 2023

Learning-on-the-Drive: Self-supervised Adaptation of Visual Offroad Traversability Models.
CoRR, 2023

A Simulator for Fully-Actuated UAVs.
CoRR, 2023

Learned Tree Search for Long-Horizon Social Robot Navigation in Shared Airspace.
CoRR, 2023

AirLoc: Object-based Indoor Relocalization.
CoRR, 2023

VoxDet: Voxel Learning for Novel Instance Detection.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

360FusionNeRF: Panoramic Neural Radiance Fields with Joint Guidance.
IROS, 2023

WIT-UAS: A Wildland-Fire Infrared Thermal Dataset to Detect Crew Assets from Aerial Views.
IROS, 2023

Image-Based Visual Servo Control for Aerial Manipulation Using a Fully-Actuated UAV.
IROS, 2023

Learning Risk-Aware Costmaps via Inverse Reinforcement Learning for Off-Road Navigation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

AirTrack: Onboard Deep Learning Framework for Long-Range Aircraft Detection and Tracking.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

How Does It Feel? Self-Supervised Costmap Learning for Off-Road Vehicle Traversability.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Follow The Rules: Online Signal Temporal Logic Tree Search for Guided Imitation Learning in Stochastic Domains.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023


2022
Editorial: Special Issue on Advancements and Lessons Learned during Phases I and II of the DARPA Subterranean Challenge.
Field Robotics, March, 2022

Mission-level Robustness with Rapidly-deployed, Autonomous Aerial Vehicles by Carnegie Mellon Team Tartan at MBZIRC 2020.
Field Robotics, March, 2022

Unsupervised Online Learning for Robotic Interestingness With Visual Memory.
IEEE Trans. Robotics, 2022

Targetless Extrinsic Calibration of Stereo, Thermal, and Laser Sensors in Structured Environments.
IEEE Trans. Instrum. Meas., 2022

Visual Servoing Approach to Autonomous UAV Landing on a Moving Vehicle.
Sensors, 2022

AirCode: A Robust Object Encoding Method.
IEEE Robotics Autom. Lett., 2022

AdaFusion: Visual-LiDAR Fusion With Adaptive Weights for Place Recognition.
IEEE Robotics Autom. Lett., 2022

Drone flight data reveal energy and greenhouse gas emissions savings for very small package delivery.
Patterns, 2022

RGB-D SLAM in Dynamic Environments Using Point Correlations.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

UAS Simulator for Modeling, Analysis and Control in Free Flight and Physical Interaction.
CoRR, 2022

Attention-Enhanced Cross-modal Localization Between 360 Images and Point Clouds.
CoRR, 2022

Challenges in Close-Proximity Safe and Seamless Operation of Manned and Unmanned Aircraft in Shared Airspace.
CoRR, 2022

TartanCalib: Iterative Wide-Angle Lens Calibration using Adaptive SubPixel Refinement of AprilTags.
CoRR, 2022

PyPose: A Library for Robot Learning with Physics-based Optimization.
CoRR, 2022

MUI-TARE: Multi-Agent Cooperative Exploration with Unknown Initial Position.
CoRR, 2022

iSimLoc: Visual Global Localization for Previously Unseen Environments with Simulated Images.
CoRR, 2022

General Place Recognition Survey: Towards the Real-world Autonomy Age.
CoRR, 2022

BioSLAM: A Bio-inspired Lifelong Memory System for General Place Recognition.
CoRR, 2022

Present and Future of SLAM in Extreme Underground Environments.
CoRR, 2022

ALTO: A Large-Scale Dataset for UAV Visual Place Recognition and Localization.
CoRR, 2022

AutoMerge: A Framework for Map Assembling and Smoothing in City-scale Environments.
CoRR, 2022

VTOL Failure Detection and Recovery by Utilizing Redundancy.
CoRR, 2022

Robust Modeling and Controls for Racing on the Edge.
CoRR, 2022

ALITA: A Large-scale Incremental Dataset for Long-term Autonomy.
CoRR, 2022

Detection and Physical Interaction with Deformable Linear Objects.
CoRR, 2022

Learning and Transferring Value Function for Robot Exploration in Subterranean Environments.
CoRR, 2022

Resilient Multi-Sensor Exploration of Multifarious Environments with a Team of Aerial Robots.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Design, Modeling and Control for a Tilt-rotor VTOL UAV in the Presence of Actuator Failure.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

TIGRIS: An Informed Sampling-based Algorithm for Informative Path Planning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

When Geometry is not Enough: Using Reflector Markers in Lidar SLAM.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Robotic Interestingness via Human-Informed Few-Shot Object Detection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Towards Robust Visual-Inertial Odometry with Multiple Non-Overlapping Monocular Cameras.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Unified Representation of Geometric Primitives for Graph-SLAM Optimization Using Decomposed Quadrics.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

TartanDrive: A Large-Scale Dataset for Learning Off-Road Dynamics Models.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

AirDOS: Dynamic SLAM benefits from Articulated Objects.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Predicting Like A Pilot: Dataset and Method to Predict Socially-Aware Aircraft Trajectories in Non-Towered Terminal Airspace.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

AirLoop: Lifelong Loop Closure Detection.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Consistency Regularization for Unsupervised Domain Adaptation in Semantic Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

AirDet: Few-Shot Detection Without Fine-Tuning for Autonomous Exploration.
Proceedings of the Computer Vision - ECCV 2022, 2022

Lifelong Graph Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

AirObject: A Temporally Evolving Graph Embedding for Object Identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic Segmentation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Real-Time Ellipse Detection for Robotics Applications.
IEEE Robotics Autom. Lett., October, 2021

3D Segmentation Learning From Sparse Annotations and Hierarchical Descriptors.
IEEE Robotics Autom. Lett., 2021

Planning and Monitoring Multi-Job Type Swarm Search and Service Missions.
J. Intell. Robotic Syst., 2021

ALFA: A dataset for UAV fault and anomaly detection.
Int. J. Robotics Res., 2021

Drone flight data reveal energy and greenhouse gas emissions savings for small package delivery.
CoRR, 2021

Adaptive Safety Margin Estimation for Safe Real-Time Replanning under Time-Varying Disturbance.
CoRR, 2021

Targetless Extrinsic Calibration of Stereo Cameras, Thermal Cameras, and Laser Sensors in the Wild.
CoRR, 2021

Toward Efficient and Robust Multiple Camera Visual-inertial Odometry.
CoRR, 2021

3D-SiamRPN: An End-to-End Learning Method for Real-Time 3D Single Object Tracking Using Raw Point Cloud.
CoRR, 2021

Carnegie Mellon Team Tartan: Mission-level Robustness with Rapidly Deployed Autonomous Aerial Vehicles in the MBZIRC 2020.
CoRR, 2021

i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions.
CoRR, 2021

VDB-EDT: An Efficient Euclidean Distance Transform Algorithm Based on VDB Data Structure.
CoRR, 2021

Visual Servoing Approach for Autonomous UAV Landing on a Moving Vehicle.
CoRR, 2021

In-flight positional and energy use data set of a DJI Matrice 100 quadcopter for small package delivery.
CoRR, 2021

i3dLoc: Image-to-range Cross-domain Localization Robust to Inconsistent Environmental Conditions.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

DSVP: Dual-Stage Viewpoint Planner for Rapid Exploration by Dynamic Expansion.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Super Odometry: IMU-centric LiDAR-Visual-Inertial Estimator for Challenging Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

ORStereo: Occlusion-Aware Recurrent Stereo Matching for 4K-Resolution Images.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

3D Human Reconstruction in the Wild with Collaborative Aerial Cameras.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Graph-based Topological Exploration Planning in Large-scale 3D Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Improving Off-road Planning Techniques with Learned Costs from Physical Interactions.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

CVaR-based Flight Energy Risk Assessment for Multirotor UAVs using a Deep Energy Model.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Do You See What I See? Coordinating Multiple Aerial Cameras for Robot Cinematography.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Batteries, camera, action! Learning a semantic control space for expressive robot cinematography.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Self-Supervised Learning for Human Pose Estimation in Sports.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Unsupervised Domain Extension for Nighttime Semantic Segmentation in Urban Scenes.
Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

Rough Terrain Navigation Using Divergence Constrained Model-Based Reinforcement Learning.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
Line-Based 2-D-3-D Registration and Camera Localization in Structured Environments.
IEEE Trans. Instrum. Meas., 2020

Feasibility of Discriminating UAV Propellers Noise from Distress Signals to Locate People in Enclosed Environments Using MEMS Microphone Arrays.
Sensors, 2020

Autonomous aerial cinematography in unstructured environments with learned artistic decision-making.
J. Field Robotics, 2020

Attitude and Thrust Strategies for Fully-Actuated Multirotors: The Fast-Track to Real-World Applications.
CoRR, 2020

ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras.
CoRR, 2020

Lifelong Graph Learning.
CoRR, 2020

TP-TIO: A Robust Thermal-Inertial Odometry with Deep ThermalPoint.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Monocular Camera Localization in Prior LiDAR Maps with 2D-3D Line Correspondences.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

TartanAir: A Dataset to Push the Limits of Visual SLAM.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Efficient Trajectory Library Filtering for Quadrotor Flight in Unknown Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Wind and the City: Utilizing UAV-Based In-Situ Measurements for Estimating Urban Wind Fields.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

A Robust Multi-Stereo Visual-Inertial Odometry Pipeline.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Efficient Multiresolution Scrolling Grid for Stereo Vision-based MAV Obstacle Avoidance.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

LiDAR-enhanced Structure-from-Motion.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Deep-Learning Assisted High-Resolution Binocular Stereo Depth Reconstruction.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Visual Memorability for Robotic Interestingness via Unsupervised Online Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020


High-Resolution Dual-Stage Multi-Level Feature Aggregation for Single Image and Video Deblurring.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TartanVO: A Generalizable Learning-based VO.
Proceedings of the 4th Conference on Robot Learning, 2020

Human-in-the-loop Planning and Monitoring of Swarm Search and Service Missions.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
CubeSLAM: Monocular 3-D Object SLAM.
IEEE Trans. Robotics, 2019

A Joint Optimization Approach of LiDAR-Camera Fusion for Accurate Dense 3-D Reconstructions.
IEEE Robotics Autom. Lett., 2019

Monocular Object and Plane SLAM in Structured Environments.
IEEE Robotics Autom. Lett., 2019

High performance and safe flight of full-scale helicopters from takeoff to landing with an ensemble of planners.
J. Field Robotics, 2019

Line-based Camera Pose Estimation in Point Cloud of Structured Environments.
CoRR, 2019

A Stereo Algorithm for Thin Obstacles and Reflective Objects.
CoRR, 2019

Learning Controls Using Cross-Modal Representations: Bridging Simulation and Reality for Drone Racing.
CoRR, 2019

A Joint Optimization Approach of LiDAR-Camera Fusion for Accurate Dense 3D Reconstructions.
CoRR, 2019

A Robust Laser-Inertial Odometry and Mapping Method for Large-Scale Highway Environments.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Improving Learning-based Ego-motion Estimation with Homomorphism-based Losses and Drift Correction.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Towards a Robust Aerial Cinematography Platform: Localizing and Tracking Moving Targets in Unstructured Environments.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Estimating the Localizability in Tunnel-like Environments using LiDAR and UWB.
Proceedings of the International Conference on Robotics and Automation, 2019

Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-Supervised Regression.
Proceedings of the International Conference on Robotics and Automation, 2019

Multi-view Reconstruction of Wires using a Catenary Model.
Proceedings of the International Conference on Robotics and Automation, 2019

Automatic Real-time Anomaly Detection for Autonomous Aerial Vehicles.
Proceedings of the International Conference on Robotics and Automation, 2019

Hybrid Model for A Priori Performance Prediction of Multi-Job Type Swarm Search and Service Missions.
Proceedings of the 19th International Conference on Advanced Robotics, 2019

2018
Data-driven planning via imitation learning.
Int. J. Robotics Res., 2018

Monocular and Stereo Cues for Landing Zone Evaluation for Micro UAVs.
CoRR, 2018

Open Problems in Robotic Anomaly Detection.
CoRR, 2018

CubeSLAM: Monocular 3D Object Detection and SLAM without Prior Models.
CoRR, 2018

Hindsight is Only 50/50: Unsuitability of MDP based Approximate POMDP Solvers for Multi-resolution Information Gathering.
CoRR, 2018

Decentralized Method for Sub-Swarm Deployment and Rejoining.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Visual Place Recognition in Long-term and Large-scale Environment based on CNN Feature.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A Unified 3D Mapping Framework Using a 3D or 2D LiDAR.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Precision UAV Landing in Unstructured Environments.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Autonomous Drone Cinematographer: Using Artistic Principles to Create Smooth, Safe, Occlusion-Free Trajectories for Aerial Filming.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

DROAN - Disparity-Space Representation for Obstacle Avoidance: Enabling Wire Mapping & Avoidance.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Joint Point Cloud and Image Based Localization for Efficient Inspection in Mixed Reality.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Determining Effective Swarm Sizes for Multi-Job Type Missions.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Bayesian Active Edge Evaluation on Expensive Graphs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2017
A Multi-Sensor Fusion MAV State Estimation from Long-Range Stereo, IMU, GPS and Barometric Sensors.
Sensors, 2017

Multi-camera visual SLAM for autonomous navigation of micro aerial vehicles.
Robotics Auton. Syst., 2017

Robust Autonomous Flight in Constrained and Visually Degraded Shipboard Environments.
J. Field Robotics, 2017

Robust Localization of an Arbitrary Distribution of Radioactive Sources for Aerial Inspection.
CoRR, 2017

Obstacle Avoidance through Deep Networks based Intermediate Perception.
CoRR, 2017

Framework for Fair Comparisons of Underwater Vehicle Controllers - Showcasing the Robustness Properties of a Model-free Sliding Mode Controller Tuned with a Random-forest-based Bayesian Optimization Approach.
Proceedings of the 7th International Conference on Simulation and Modeling Methodologies, 2017

Adaptive Information Gathering via Imitation Learning.
Proceedings of the Robotics: Science and Systems XIII, 2017

Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Semantic 3D occupancy mapping through efficient high order CRFs.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Looking forward: A semantic mapping system for scouting with micro-aerial vehicles.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Wire detection using synthetic data and dilated convolutional networks for unmanned aerial vehicles.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

DROAN - Disparity-space representation for obstacle AvoidaNce.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Robust localization and localizability estimation with a rotating laser scanner.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Direct monocular odometry using points and lines.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

A κITE in the wind: Smooth trajectory optimization in a moving reference frame.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Randomized algorithm for informative path planning with budget constraints.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Improving Stochastic Policy Gradients in Continuous Control with Deep Reinforcement Learning using the Beta Distribution.
Proceedings of the 34th International Conference on Machine Learning, 2017

Robust image-based crack detection in concrete structure using multi-scale enhancement and visual features.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Real-Time Semantic Mapping for Autonomous Off-Road Navigation.
Proceedings of the Field and Service Robotics, 2017

Season-Invariant Semantic Segmentation with a Deep Multimodal Network.
Proceedings of the Field and Service Robotics, 2017

Challenges for Safe Autonomous Flight.
Proceedings of the ARCH17. 4th International Workshop on Applied Verification of Continuous and Hybrid Systems, 2017

Learning Heuristic Search via Imitation.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016
Pop-up SLAM: Semantic monocular plane SLAM for low-texture environments.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Real-time 3D scene layout from a single image using Convolutional Neural Networks.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

List prediction applied to motion planning.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Regionally accelerated batch informed trees (RABIT*): A framework to integrate local information into optimal path planning.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
Mixed-initiative control of a roadable air vehicle for non-pilots.
J. Hum. Robot Interact., 2015

Autonomous Exploration and Motion Planning for an Unmanned Aerial Vehicle Navigating Rivers.
J. Field Robotics, 2015

Theoretical Limits of Speed and Resolution for Kinodynamic Planning in a Poisson Forest.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Recognition of Human Group Activity for Video Analytics.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

VoxNet: A 3D Convolutional Neural Network for real-time object recognition.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Online safety verification of trajectories for unmanned flight with offline computed robust invariant sets.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

3D Convolutional Neural Networks for landing zone detection from LiDAR.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Real-time onboard 6DoF localization of an indoor MAV in degraded visual environments using a RGB-D camera.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

The Dynamics Projection Filter (DPF) - real-time nonlinear trajectory optimization using projection operators.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

The planner ensemble: Motion planning by executing diverse algorithms.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

PASP: Policy based approach for sensor planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Emergency maneuver library - ensuring safe navigation in partially known environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Connected invariant sets for high-speed motion planning in partially-known environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Autonomous Exploration for Infrastructure Modeling with a Micro Aerial Vehicle.
Proceedings of the Field and Service Robotics, 2015

Learning a Context-Dependent Switching Strategy for Robust Visual Odometry.
Proceedings of the Field and Service Robotics, 2015

Robust Autonomous Flight in Constrained and Visually Degraded Environments.
Proceedings of the Field and Service Robotics, 2015

2014
Autonomous Landing of MAVs on an Arbitrarily Textured Landing Site Using Onboard Monocular Vision.
J. Intell. Robotic Syst., 2014

Experimental study of odometry estimation methods using RGB-D cameras.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

Visual SLAM for autonomous MAVs with dual cameras.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Robust Onboard Visual SLAM for Autonomous MAVs.
Proceedings of the Intelligent Autonomous Systems 13, 2014

Robust multi-sensor fusion for micro aerial vehicle navigation in GPS-degraded/denied environments.
Proceedings of the American Control Conference, 2014

2013
An Onboard Monocular Vision System for Autonomous Takeoff, Hovering and Landing of a Micro Aerial Vehicle.
J. Intell. Robotic Syst., 2013

Multi-class fruit classification using RGB-D data for indoor robots.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Efficient onbard RGBD-SLAM for autonomous MAVs.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

First results in detecting and avoiding frontal obstacles from a monocular camera for micro unmanned aerial vehicles.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Sparse Tangential Network (SPARTAN): Motion planning for micro aerial vehicles.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

RRT*-AR: Sampling-based alternate routes planning with applications to autonomous emergency landing of a helicopter.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Infrastructure-free shipdeck tracking for autonomous landing.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Autonomous River Exploration.
Proceedings of the Field and Service Robotics, 2013

Loop closure detection using depth images.
Proceedings of the 2013 European Conference on Mobile Robots, 2013

2012
Autonomous landing at unprepared sites by a full-scale helicopter.
Robotics Auton. Syst., 2012

River mapping from a flying robot: state estimation, river detection, and obstacle mapping.
Auton. Robots, 2012

Using depth in visual simultaneous localisation and mapping.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

First results in autonomous landing and obstacle avoidance by a full-scale helicopter.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Markerless Visual Control of a Quad-Rotor Micro Aerial Vehicle by Means of On-Board Stereo Processing.
Proceedings of the Autonomous Mobile Systems 2012, 2012

2011
Low-Altitude Operation of Unmanned Rotorcraft.
PhD thesis, 2011

Multiple-objective motion planning for unmanned aerial vehicles.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Perception for a river mapping robot.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Self-supervised segmentation of river scenes.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Robust, Real-Time Number Sign Detection on a Mobile Outdoor Robot.
Proceedings of the 5<sup>th</sup> European Conference on Mobile Robots, 2011

2009
Efficient C-space and cost function updates in 3D for unmanned aerial vehicles.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
Flying Fast and Low Among Obstacles: Methodology and Experiments.
Int. J. Robotics Res., 2008

2007
Flying Fast and Low Among Obstacles.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

2006
Learning obstacle avoidance parameters from operator behavior.
J. Field Robotics, 2006

Learning to Drive Among Obstacles.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006


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