Bodo Rosenhahn

Orcid: 0000-0003-3861-1424

Affiliations:
  • Leibniz Universität Hannover, Germany


According to our database1, Bodo Rosenhahn authored at least 320 papers between 1999 and 2024.

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Bibliography

2024
Robust Shape Fitting for 3D Scene Abstraction.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

The voraus-AD Dataset for Anomaly Detection in Robot Applications.
IEEE Trans. Robotics, 2024

A variational autoencoder trained with priors from canonical pathways increases the interpretability of transcriptome data.
PLoS Comput. Biol., 2024

CHOTA: A Higher Order Accuracy Metric for Cell Tracking.
CoRR, 2024

Improved Convex Decomposition with Ensembling and Boolean Primitives.
CoRR, 2024

Cell Tracking according to Biological Needs - Strong Mitosis-aware Random-finite Sets Tracker with Aleatoric Uncertainty.
CoRR, 2024

Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation.
CoRR, 2024

Quantum Normalizing Flows for Anomaly Detection.
CoRR, 2024

Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Q-SENN: Quantized Self-Explaining Neural Networks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Optimization of Sparsity-Constrained Neural Networks as a Mixed Integer Linear Program.
J. Optim. Theory Appl., December, 2023

RelTR: Relation Transformer for Scene Graph Generation.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Wor(l)d-GAN: Toward Natural-Language-Based PCG in Minecraft.
IEEE Trans. Games, June, 2023

AdaCC: cumulative cost-sensitive boosting for imbalanced classification.
Knowl. Inf. Syst., February, 2023

POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning.
Trans. Mach. Learn. Res., 2023

Contextualize Me - The Case for Context in Reinforcement Learning.
Trans. Mach. Learn. Res., 2023

Markerless human pose estimation for biomedical applications: a survey.
Frontiers Comput. Sci., 2023

Learning Similarity between Scene Graphs and Images with Transformers.
CoRR, 2023

Take 5: Interpretable Image Classification with a Handful of Features.
CoRR, 2023

Attribute-Centric Compositional Text-to-Image Generation.
CoRR, 2023

Asymmetric Student-Teacher Networks for Industrial Anomaly Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Color-aware Deep Temporal Backdrop Duplex Matting System.
Proceedings of the 14th Conference on ACM Multimedia Systems, 2023

Learned Fourier Bases for Deep Set Feature Extractors in Automotive Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Deep Reinforcement Learning for Autonomous Driving using High-Level Heterogeneous Graph Representations.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Personalized 3D Human Pose and Shape Refinement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Compensation Learning in Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Human Spine Motion Capture using Perforated Kinesiology Tape.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SSGVS: Semantic Scene Graph-to-Video Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
TOAD-GAN: A Flexible Framework for Few-Shot Level Generation in Token-Based Games.
IEEE Trans. Games, 2022

Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure.
CoRR, 2022

Blind Knowledge Distillation for Robust Image Classification.
CoRR, 2022

Image Classification on Small Datasets via Masked Feature Mixing.
CoRR, 2022

Contextualize Me - The Case for Context in Reinforcement Learning.
CoRR, 2022

Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Constrained Mean Shift Clustering.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Mixed Integer Linear Programming for Optimizing a Hopfield Network.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks.
Proceedings of the Image and Vision Computing - 37th International Conference, 2022

ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Text to Image Generation with Semantic-Spatial Aware GAN.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

RoadSaW: A Large-Scale Dataset for Camera-Based Road Surface and Wetness Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Introduction to The Special Section on Bias and Fairness in AI.
SIGKDD Explor., 2021

Using Object Detection on Social Media Images for Urban Bicycle Infrastructure Planning: A Case Study of Dresden.
ISPRS Int. J. Geo Inf., 2021

CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning.
CoRR, 2021

Automatic Risk Adaptation in Distributional Reinforcement Learning.
CoRR, 2021

Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Localization Of Cochlear Implant Electrodes From Cone Beam Computed Tomography Using Particle Belief Propagation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Exploring Dynamic Context for Multi-path Trajectory Prediction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Disentangled Lifespan Face Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Spatial-Temporal Transformer for Dynamic Scene Graph Generation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Target-Tailored Source-Transformation for Scene Graph Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Context-Aware Layout to Image Generation With Enhanced Object Appearance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

World-GAN: a Generative Model for Minecraft Worlds.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020
Accurate Long-Term Multiple People Tracking Using Video and Body-Worn IMUs.
IEEE Trans. Image Process., 2020

Learning inverse dynamics for human locomotion analysis.
Neural Comput. Appl., 2020

AMENet: Attentive Maps Encoder Network for Trajectory Prediction.
CoRR, 2020

LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery.
CoRR, 2020

Context Conditional Variational Autoencoder for Predicting Multi-Path Trajectories in Mixed Traffic.
CoRR, 2020

MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Temporally Consistent Horizon Lines.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Lifted Disjoint Paths with Application in Multiple Object Tracking.
Proceedings of the 37th International Conference on Machine Learning, 2020

Weakly-Supervised Learning of Human Dynamics.
Proceedings of the Computer Vision - ECCV 2020, 2020

NODIS: Neural Ordinary Differential Scene Understanding.
Proceedings of the Computer Vision - ECCV 2020, 2020

FairNN - Conjoint Learning of Fair Representations for Fair Decisions.
Proceedings of the Discovery Science - 23rd International Conference, 2020

CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TOAD-GAN: Coherent Style Level Generation from a Single Example.
Proceedings of the Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2020

Image Captioning Through Image Transformer.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Occlusion-Aware Method for Temporally Consistent Superpixels.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Neural Random Forest Imitation.
CoRR, 2019

Exploring the Semantics for Visual Relationship Detection.
CoRR, 2019

Machine learning for measurement-based bandwidth estimation.
Comput. Commun., 2019

Structuring Autoencoders.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Learning Disentangled Representations via Independent Subspaces.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Learning to Disentangle Latent Physical Factors for Video Prediction.
Proceedings of the Pattern Recognition, 2019

Exploiting Attention for Visual Relationship Detection.
Proceedings of the Pattern Recognition, 2019

RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Natural Language Guided Visual Relationship Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Multiple People Tracking Using Body and Joint Detections.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Simultaneous Identification and Tracking of Multiple People Using Video and IMUs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
3D braid guide hair reconstruction using electroluminescent wires.
Vis. Comput., 2018

Security Event Recognition for Visual Surveillance.
CoRR, 2018

Video Event Recognition and Anomaly Detection by Combining Gaussian Process and Hierarchical Dirichlet Process Models.
CoRR, 2018

Vehicle Detection in Aerial Images.
CoRR, 2018

Extending HEVC with a Texture Synthesis Framework using Detail-aware Image Decomposition.
Proceedings of the 2018 Picture Coding Symposium, 2018

Physical High Dynamic Range Imaging with Conventional Sensors.
Proceedings of the 2018 Picture Coding Symposium, 2018

Neural Networks for Measurement-based Bandwidth Estimation.
Proceedings of the 2018 IFIP Networking Conference and Workshops, 2018

Object Recognition from very few Training Examples for Enhancing Bicycle Maps.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Deep Learning for Vehicle Detection in Aerial Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Kinematic Chain Space for Monocular Motion Capture.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera.
Proceedings of the Computer Vision - ECCV 2018, 2018

Detail-Aware Image Decomposition for an HEVC-Based Texture Synthesis Framework.
Proceedings of the 2018 Data Compression Conference, 2018

Fusion of Head and Full-Body Detectors for Multi-Object Tracking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Markov Chain Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Region-based Cycle-Consistent Data Augmentation for Object Detection.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Natural Language Guided Visual Relationship Detection.
CoRR, 2017

Learning a Fully Convolutional Network for Object Recognition using very few Data.
CoRR, 2017

Motion Segmentation via Global and Local Sparse Subspace Optimization.
CoRR, 2017

Improvements to Frank-Wolfe optimization for multi-detector multi-object tracking.
CoRR, 2017

Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs.
Comput. Graph. Forum, 2017

Global Consistency Priors for Joint Part-Based Object Tracking and Image Segmentation.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Extending HEVC using texture synthesis.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Seabed sediment classification of side-scan sonar data using convolutional neural networks.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Feature Points Densification and Refinement.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Learning-Based Inverse Dynamics of Human Motion.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Triplet-Based Deep Similarity Learning for Person Re-Identification.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Deep Learning for Vanishing Point Detection Using an Inverse Gnomonic Projection.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

Optical Flow-Based 3D Human Motion Estimation from Monocular Video.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

Joint 3D Human Motion Capture and Physical Analysis from Monocular Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Unbiased Sparse Subspace Clustering by Selective Pursuit.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

2016
Editorial.
Vis. Comput., 2016

Antipodally Invariant Metrics for Fast Regression-Based Super-Resolution.
IEEE Trans. Image Process., 2016

3D Reconstruction of Human Motion from Monocular Image Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Human Pose Estimation from Video and IMUs.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Recognizing human actions using novel space-time volume binary patterns.
Neurocomputing, 2016

On Support Relations and Semantic Scene Graphs.
CoRR, 2016

Tracking with multi-level features.
CoRR, 2016

Alzheimer's disease detection via automatic 3D caudate nucleus segmentation using coupled dictionary learning with level set formulation.
Comput. Methods Programs Biomed., 2016

Automatic tracking of vessel-like structures from a single starting point.
Comput. Medical Imaging Graph., 2016

Half hypersphere confinement for piecewise linear regression.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Moving object tracking for aerial video coding using linear motion prediction and block matching.
Proceedings of the 2016 Picture Coding Symposium, 2016

A tractable interaction model for trajectory planning in automated driving.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Bi-layer dictionary learning for remote sensing image classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multimode camera calibration.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

PSyCo: Manifold Span Reduction for Super Resolution.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multicamera Calibration from Visible and Mirrored Epipoles.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Rapid Analytic Optimization of Quadratic ICP Algorithms.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Descriptor evaluation and feature regression for multimodal image analysis.
Mach. Vis. Appl., 2015

Holistic Scene Understanding (Dagstuhl Seminar 15081).
Dagstuhl Reports, 2015

Automatic 3D Liver Segmentation Using Sparse Representation of Global and Local Image Information via Level Set Formulation.
CoRR, 2015

Method for 3D Airway Topology Extraction.
Comput. Math. Methods Medicine, 2015

A Global-to-Local Framework for Infrared and Visible Image Sequence Registration.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Solving Multiple People Tracking in a Minimum Cost Arborescence.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, 2015

Sequential Boosting for Learning a Random Forest Classifier.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Automatic Pose Estimation Using Contour Information from X-Ray Images.
Proceedings of the Image and Video Technology - PSIVT 2015 Workshops, 2015

WM-SBA: Weighted multibody sparse bundle adjustment.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Probabilistic nodes for modelling classification uncertainty for random forest.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Integration of Gaussian process and MRF for hyperspectral image classification.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Correspondence between variational methods and Hidden Markov Models.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Global Trajectory Optimization on Multilane Roads.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Temporally Object-Based Video Co-segmentation.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Hyperspectral image classification using Gaussian process models.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A novel dictionary learning method for remote sensing image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Fast label propagation for real-time superpixels for video content.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Video Event Recognition by Combining HDP and Gaussian Process.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Accelerating Super-Resolution for 4K upscaling.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

A Physics-Based Statistical Model for Human Gait Analysis.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

3D human motion capture from monocular image sequences.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Expanding object detector's Horizon: Incremental learning framework for object detection in videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Improved Threshold Selection by Using Calibrated Probabilities for Random Forest Classifiers.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015

On-The-Fly Handwriting Recognition Using a High-Level Representation.
Proceedings of the Computer Analysis of Images and Patterns, 2015

Statistical Human Body Modeling.
Proceedings of the Digital Representations of the Real World, 2015

2014
Estimating layout of cluttered indoor scenes using trajectory-based priors.
Image Vis. Comput., 2014

Multi-Sensor Fusion for Video Segmentation.
Int. J. Pattern Recognit. Artif. Intell., 2014

Multi-region labeling and segmentation using a graph topology prior and atlas information in brain images.
Comput. Medical Imaging Graph., 2014

Video segmentation with joint object and trajectory labeling.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Interactive Segmentation of High-Resolution Video Content Using Temporally Coherent Superpixels and Graph Cut.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Boosted Fractal Integral Paths for Object Detection.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Thresholding a Random Forest Classifier.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Coupled Dictionary Learning for Automatic Multi-Label Brain Tumor Segmentation in Flair MRI images.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Motion Binary Patterns for Action Recognition.
Proceedings of the ICPRAM 2014, 2014

Brain tumor classification using sparse coding and dictionary learning.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multi-sensor Acceleration-Based Action Recognition.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Randomly Walking Can Get You Lost: Graph Segmentation with Unknown Edge Weights.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

On Calibration of a Low-Cost Time-of-Flight Camera.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Efficient Multiple People Tracking Using Minimum Cost Arborescences.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Feature Regression for Multimodal Image Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Posebits for Monocular Human Pose Estimation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Learning an Image-Based Motion Context for Multiple People Tracking.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Localization accuracy of interest point detectors with different scale space representations.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Computation strategies for volume local binary patterns applied to action recognition.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Sparse Optimization for Motion Segmentation.
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

Superpixels for Video Content Using a Contour-Based EM Optimization.
Proceedings of the Computer Vision - ACCV 2014, 2014

Fast Super-Resolution via Dense Local Training and Inverse Regressor Search.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
"RegionCut" - Interactive multi-label segmentation utilizing cellular automaton.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Exploiting Object Characteristics Using Custom Features for Boosting-Based Classification.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Cascaded Random Forest for Fast Object Detection.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Medical Image Segmentation Using Multi-level Set Partitioning with Topological Graph Prior.
Proceedings of the Image and Video Technology - PSIVT 2013 Workshops, 2013

Hand Pose Estimation from a Single RGB-D Image.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Real-Time Sign Language Recognition Using a Consumer Depth Camera.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Temporally Consistent Superpixels.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Slice Sampling Particle Belief Propagation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A Statistical Model for Coupled Human Shape and Motion Synthesis.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013

A Low-Rank Constraint for Parallel Stereo Cameras.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

Class Generative Models Based on Feature Regression for Pose Estimation of Object Categories.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Multi-sensor Fusion Using Dempster's Theory of Evidence for Video Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Cleaning Up Multiple Detections Caused by Sliding Window Based Object Detectors.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

High-Resolution Feature Evaluation Benchmark.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Bayesian region selection for adaptive dictionary-based Super-Resolution.
Proceedings of the British Machine Vision Conference, 2013

Pedestrian Interaction in Tracking: The Social Force Model and Global Optimization Methods.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
Region-based pose tracking with occlusions using 3D models.
Mach. Vis. Appl., 2012

Foreground Segmentation from Occlusions Using Structure and Motion Recovery.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

Occlusion Handling for the Integration of Virtual Objects into Video.
Proceedings of the VISAPP 2012, 2012

Compensating Motion Artifacts of 3D in vivo SD-OCT Scans.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Multi-scale Clustering of Frame-to-Frame Correspondences for Motion Segmentation.
Proceedings of the Computer Vision - ECCV 2012, 2012

PCA-Enhanced Stochastic Optimization Methods.
Proceedings of the Pattern Recognition, 2012

3D Object Recognition and Pose Estimation for Multiple Objects Using Multi-Prioritized RANSAC and Model Updating.
Proceedings of the Pattern Recognition, 2012

Branch-and-price global optimization for multi-view multi-target tracking.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient Pixel-Grouping Based on Dempster's Theory of Evidence for Image Segmentation.
Proceedings of the Computer Vision - ACCV 2012, 2012

Learning Object Appearance from Occlusions Using Structure and Motion Recovery.
Proceedings of the Computer Vision - ACCV 2012, 2012

Non-rigid Self-calibration of a Projective Camera.
Proceedings of the Computer Vision, 2012

2011
Outdoor and Large-Scale Real-World Scene Analysis. 15th Workshop Theoretic Foundations of Computer Vision (Dagstuhl Seminar 11261).
Dagstuhl Reports, 2011

Segmentation and Classification of Objects with Implicit Scene Context.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Data-Driven Manifolds for Outdoor Motion Capture.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Exploiting Pedestrian Interaction via Global Optimization and Social Behaviors.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Towards Feature-Based Situation Assessment for Airport Apron Video Surveillance.
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011

Increasing the accuracy of feature evaluation benchmarks using differential evolution.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Interactive Image Segmentation Using Level Sets and Dempster-Shafer Theory of Evidence.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Model Based 3D Segmentation and OCT Image Undistortion of Percutaneous Implants.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Segment-based building detection with conditional random fields.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods.
Proceedings of the Advances in Computational Intelligence, 2011

Feature Trajectory Retrieval with Application to Accurate Structure and Motion Recovery.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Classification of Atomic Density Distributions Using Scale Invariant Blob Localization.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Outdoor human motion capture using inverse kinematics and von mises-fisher sampling.
Proceedings of the IEEE International Conference on Computer Vision, 2011

SlimCuts: GraphCuts for High Resolution Images Using Graph Reduction.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

Implicit Scene Context for Object Segmentation and Classification.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Multilinear Model Estimation with L 2-Regularization.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Efficient and Robust Shape Matching for Model Based Human Motion Capture.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Fingerprints for Machines - Characterization and Optical Identification of Grinding Imprints.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Ego-motion compensated face detection on a mobile device.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Projective Reconstruction from Incomplete Trajectories by Global and Local Constraints.
Proceedings of the Conference for Visual Media Production, 2011

PCA Enhanced Training Data for Adaboost.
Proceedings of the Computer Analysis of Images and Patterns, 2011

Model-Based Pose Estimation.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Combined Region and Motion-Based 3D Tracking of Rigid and Articulated Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Optimization and Filtering for Human Motion Capture.
Int. J. Comput. Vis., 2010

Foreword.
Comput. Graph., 2010

Learning skeletons for shape and pose.
Proceedings of the 2010 Symposium on Interactive 3D Graphics, 2010

Fusion of clothoid segments for a more accurate and updated prediction of the road geometry.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Bivariate Feature Localization for SIFT Assuming a Gaussian Feature Shape.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Symmetry Enhanced Adaboost.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

NF-Features - No-Feature-Features for Representing Non-textured Regions.
Proceedings of the Computer Vision, 2010

Analyzing and Evaluating Markerless Motion Tracking Using Inertial Sensors.
Proceedings of the Trends and Topics in Computer Vision, 2010

Understanding What we Cannot See: Automatic Analysis of 4D Digital In-Line Holographic Microscopy Data.
Proceedings of the Video Processing and Computational Video, 2010

Classification of Swimming Microorganisms Motion Patterns in 4D Digital In-Line Holography Data.
Proceedings of the Pattern Recognition, 2010

N-View Human Silhouette Segmentation in Cluttered, Partially Changing Environments , .
Proceedings of the Pattern Recognition, 2010

Multisensor-fusion for 3D full-body human motion capture.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multilinear pose and body shape estimation of dressed subjects from image sets.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Feature Quarrels: The Dempster-Shafer Evidence Theory for Image Segmentation Using a Variational Framework.
Proceedings of the Computer Vision - ACCV 2010, 2010

A Linear Solution to 1-Dimensional Subspace Fitting under Incomplete Data.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
A Statistical Model of Human Pose and Body Shape.
Comput. Graph. Forum, 2009

Estimating body shape of dressed humans.
Comput. Graph., 2009

Ball joints for Marker-less human Motion Capture.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Analysis of Numerical Methods for Level Set Based Image Segmentation.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Exploiting Mutual Camera Visibility in Multi-camera Motion Estimation.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Stabilizing motion tracking using retrieved motion priors.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Complementary Optic Flow.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Bipartite Graph Matching Computation on GPU.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Localised Mixture Models in Region-Based Tracking.
Proceedings of the Pattern Recognition, 2009

Reading from Scratch - A Vision-System for Reading Data on Micro-structured Surfaces.
Proceedings of the Pattern Recognition, 2009

Markerless Motion Capture with unsynchronized moving cameras.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Motion capture using joint skeleton tracking and surface estimation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

HALF-SIFT: High-Accurate Localized Features for SIFT.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Trajectory reconstruction for affine structure-from-motion by global and local constraints.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
PDE-Based Anisotropic Disparity-Driven Stereo Vision.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008

Modeling and Tracking Line-Constrained Mechanical Systems.
Proceedings of the Robot Vision, Second International Workshop, 2008

Combined Registration Methods for Pose Estimation.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Cloth Simulation Based Motion Capture of Dressed Humans.
Proceedings of the Virtual Realities - Dagstuhl Seminar 2008., 2008

08291 Abstracts Collection - Statistical and Geometrical Approaches to Visual Motion Analysis.
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 13.07., 2008

Staying Well Grounded in Markerless Motion Capture.
Proceedings of the Pattern Recognition, 2008

An Evolutionary Approach for Learning Motion Class Patterns.
Proceedings of the Pattern Recognition, 2008

Model-Based Motion Capture for Crash Test Video Analysis.
Proceedings of the Pattern Recognition, 2008

Markerless motion capture of man-machine interaction.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Drift-free tracking of rigid and articulated objects.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Dealing with Self-occlusion in Region Based Motion Capture by Means of Internal Regions.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
A system for articulated tracking incorporating a clothing model.
Mach. Vis. Appl., 2007

Interacting and Annealing Particle Filters: Mathematics and a Recipe for Applications.
J. Math. Imaging Vis., 2007

Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Tracking.
Int. J. Comput. Vis., 2007

Reverse Engineering Garments.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Region-Based Pose Tracking.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Silhouette Based Generic Model Adaptation for Marker-Less Motion Capturing.
Proceedings of the Human Motion, 2007

Nonparametric Density Estimation with Adaptive, Anisotropic Kernels for Human Motion Tracking.
Proceedings of the Human Motion, 2007

Occlusion Modeling by Tracking Multiple Objects.
Proceedings of the Pattern Recognition, 2007

Online Smoothing for Markerless Motion Capture.
Proceedings of the Pattern Recognition, 2007

Clustered Stochastic Optimization for Object Recognition and Pose Estimation.
Proceedings of the Pattern Recognition, 2007

Scaled Motion Dynamics for Markerless Motion Capture.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Target Calibration and Tracking Using Conformal Geometric Algebra.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

Collinearity and Coplanarity Constraints for Structure from Motion.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

Robust Pose Estimation with 3D Textured Models.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

A Comparison of Shape Matching Methods for Contour Based Pose Estimation.
Proceedings of the Combinatorial Image Analysis, 11th International Workshop, 2006

Learning for Multi-view 3D Tracking in the Context of Particle Filters.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

High Accuracy Optical Flow Serves 3-D Pose Tracking: Exploiting Contour and Flow Based Constraints.
Proceedings of the Computer Vision, 2006

Tracking Clothed People.
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

06241 Abstracts Collection - Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop.
Proceedings of the Human Motion - Understanding, Modeling, Capture and Animation. 13th Workshop, 11.06., 2006

An Introduction to Interacting Simulated Annealing.
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

Contours, Optic Flow, and Prior Knowledge: Cues for Capturing 3D Human Motion in Videos.
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

Cloth X-Ray: MoCap of People Wearing Textiles.
Proceedings of the Pattern Recognition, 2006

Nonparametric Density Estimation for Human Pose Tracking.
Proceedings of the Pattern Recognition, 2006

2005
Pose Estimation in Conformal Geometric Algebra Part II: Real-Time Pose Estimation Using Extended Feature Concepts.
J. Math. Imaging Vis., 2005

Pose Estimation in Conformal Geometric Algebra Part I: The Stratification of Mathematical Spaces.
J. Math. Imaging Vis., 2005

A System for Marker-Less Human Motion Estimation.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Three-Dimensional Shape Knowledge for Joint Image Segmentation and Pose Estimation.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Automatic Human Model Generation.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

Texture Driven Pose Estimation.
Proceedings of the 2005 International Conference on Computer Graphics, 2005

2004
Pose Estimation of 3D Free-Form Contours.
Int. J. Comput. Vis., 2004

Free-Form Pose Estimation by Using Twist Representations.
Algorithmica, 2004

Geometric Algebra for Pose Estimation and Surface Morphing in Human Motion Estimation.
Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004

Twists - An Operational Representation of Shape.
Proceedings of the Computer Algebra and Geometric Algebra with Applications, 2004

Pose Estimation of Free-Form Objects.
Proceedings of the Computer Vision, 2004

Silhouette Based Human Motion Estimation.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003
Pose estimation revisited.
PhD thesis, 2003

Pose Estimation for Visual Landmark Based Robot Navigation.
Künstliche Intell., 2003

Pose Estimation of Free-Form Surface Models.
Proceedings of the Pattern Recognition, 2003

Modeling Adaptive Deformations during Free-Form Pose Estimation.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
A geometric approach for the analysis and computation of the intrinsic camera parameters.
Pattern Recognit., 2002

Adaptive Pose Estimation for Different Corresponding Entities.
Proceedings of the Pattern Recognition, 2002

2001
Tracking with a Novel Pose Estimation Algorithm.
Proceedings of the Robot Vision, 2001

2000
Pose Estimation Using Geometric Constraints.
Proceedings of the Multi-Image Analysis, 2000

Performance of Constraint Based Pose Estimation Algorithms.
Proceedings of the Mustererkennung 2000, 2000

Extended Kalman Filter Design for Motion Estimation by Point and Line Observations.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

Pose Estimation in the Language of Kinematics.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 2000

1999
Computing the Intrinsic Camera Parameters Using Pascal's Theorem.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999


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