Bernt Schiele

According to our database1, Bernt Schiele authored at least 381 papers between 1994 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2017, "For contributions to large-scale object recognition, human detection and pose estimation".

Timeline

Legend:

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PhD thesis 
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Homepages:

On csauthors.net:

Bibliography

2019
Towards Reverse-Engineering Black-Box Neural Networks.
Proceedings of the Explainable AI: Interpreting, 2019

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Lucid Data Dreaming for Video Object Segmentation.
International Journal of Computer Vision, 2019

"Best-of-Many-Samples" Distribution Matching.
CoRR, 2019

Conditional Flow Variational Autoencoders for Structured Sequence Prediction.
CoRR, 2019

Interpretability Beyond Classification Output: Semantic Bottleneck Networks.
CoRR, 2019

Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks.
CoRR, 2019

Learning to Self-Train for Semi-Supervised Few-Shot Classification.
CoRR, 2019

A Novel BiLevel Paradigm for Image-to-Image Translation.
CoRR, 2019

LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning.
CoRR, 2019

f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning.
CoRR, 2019

Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Towards Reaching Human Performance in Pedestrian Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation.
CoRR, 2018

Knockoff Nets: Stealing Functionality of Black-Box Models.
CoRR, 2018

Meta-Transfer Learning for Few-Shot Learning.
CoRR, 2018

Disentangling Adversarial Robustness and Generalization.
CoRR, 2018

Parameter-Free Spatial Attention Network for Person Re-Identification.
CoRR, 2018

Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods.
CoRR, 2018

Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation.
CoRR, 2018

Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes.
CoRR, 2018

Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective.
CoRR, 2018

Adversarial Scene Editing: Automatic Object Removal from Weak Supervision.
CoRR, 2018

Understanding and Controlling User Linkability in Decentralized Learning.
CoRR, 2018

Learning to Refine Human Pose Estimation.
CoRR, 2018

A Hybrid Model for Identity Obfuscation by Face Replacement.
CoRR, 2018

Video Object Segmentation with Language Referring Expressions.
CoRR, 2018

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence.
CoRR, 2018

A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
Proceedings of the 27th USENIX Security Symposium, 2018

Adversarial Scene Editing: Automatic Object Removal from Weak Supervision.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A vision-grounded dataset for predicting typical locations for verbs.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Towards Reverse-Engineering Black-Box Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

A Hybrid Model for Identity Obfuscation by Face Replacement.
Proceedings of the Computer Vision - ECCV 2018, 2018

Video Object Segmentation with Referring Expressions.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes.
Proceedings of the Computer Vision - ECCV 2018, 2018

Occluded Pedestrian Detection Through Guided Attention in CNNs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Feature Generating Networks for Zero-Shot Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Natural and Effective Obfuscation by Head Inpainting.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Disentangled Person Image Generation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning to Refine Human Pose Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Accurate and Diverse Sampling of Sequences Based on a "Best of Many" Sample Objective.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

PoseTrack: A Benchmark for Human Pose Estimation and Tracking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

NightOwls: A Pedestrians at Night Dataset.
Proceedings of the Computer Vision - ACCV 2018, 2018

Video Object Segmentation with Language Referring Expressions.
Proceedings of the Computer Vision - ACCV 2018, 2018

Long-Term Image Boundary Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Building statistical shape spaces for 3D human modeling.
Pattern Recognition, 2017

MARCOnI - ConvNet-Based MARker-Less Motion Capture in Outdoor and Indoor Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Movie Description.
International Journal of Computer Vision, 2017

Disentangled Person Image Generation.
CoRR, 2017

Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images.
CoRR, 2017

Feature Generating Networks for Zero-Shot Learning.
CoRR, 2017

Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty.
CoRR, 2017

Natural and Effective Obfuscation by Head Inpainting.
CoRR, 2017

Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract).
CoRR, 2017

A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
CoRR, 2017

Whitening Black-Box Neural Networks.
CoRR, 2017

PoseTrack: A Benchmark for Human Pose Estimation and Tracking.
CoRR, 2017

Person Recognition in Social Media Photos.
CoRR, 2017

Learning Dilation Factors for Semantic Segmentation of Street Scenes.
CoRR, 2017

CityPersons: A Diverse Dataset for Pedestrian Detection.
CoRR, 2017

Zero-Shot Learning - The Good, the Bad and the Ugly.
CoRR, 2017

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly.
CoRR, 2017

A Domain Based Approach to Social Relation Recognition.
CoRR, 2017

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training.
CoRR, 2017

Generating Descriptions with Grounded and Co-Referenced People.
CoRR, 2017

EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras (Extended Abstract).
CoRR, 2017

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
CoRR, 2017

Adversarial Image Perturbation for Privacy Protection - A Game Theory Perspective.
CoRR, 2017

Exploiting saliency for object segmentation from image level labels.
CoRR, 2017

Pose Guided Person Image Generation.
CoRR, 2017

Lucid Data Dreaming for Object Tracking.
CoRR, 2017

Learning non-maximum suppression.
CoRR, 2017

Pose Guided Person Image Generation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Adversarial Image Perturbation for Privacy Protection A Game Theory Perspective.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Dilation Factors for Semantic Segmentation of Street Scenes.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

Learning Non-maximum Suppression.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

CityPersons: A Diverse Dataset for Pedestrian Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Zero-Shot Learning - The Good, the Bad and the Ugly.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multiple People Tracking by Lifted Multicut and Person Re-identification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

A Domain Based Approach to Social Relation Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Generating Descriptions with Grounded and Co-referenced People.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Video Object Segmentation from Static Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exploiting Saliency for Object Segmentation from Image Level Labels.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Simple Does It: Weakly Supervised Instance and Semantic Segmentation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Gaze Embeddings for Zero-Shot Image Classification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

ArtTrack: Articulated Multi-Person Tracking in the Wild.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Visual Object Class Recognition.
Proceedings of the Springer Handbook of Robotics, 2016

EgoCap: egocentric marker-less motion capture with two fisheye cameras.
ACM Trans. Graph., 2016

What Makes for Effective Detection Proposals?
IEEE Trans. Pattern Anal. Mach. Intell., 2016

3D Pictorial Structures Revisited: Multiple Human Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data.
International Journal of Computer Vision, 2016

How Far are We from Solving Pedestrian Detection?
CoRR, 2016

Latent Embeddings for Zero-shot Classification.
CoRR, 2016

Multi-Person Tracking by Multicut and Deep Matching.
CoRR, 2016

Movie Description.
CoRR, 2016

EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras.
CoRR, 2016

Generative Adversarial Text to Image Synthesis.
CoRR, 2016

Learning Deep Representations of Fine-grained Visual Descriptions.
CoRR, 2016

Learning What and Where to Draw.
CoRR, 2016

Attentive Explanations: Justifying Decisions and Pointing to the Evidence.
CoRR, 2016

Faceless Person Recognition; Privacy Implications in Social Media.
CoRR, 2016

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification.
CoRR, 2016

Learning Video Object Segmentation from Static Images.
CoRR, 2016

Weakly Supervised Semantic Labelling and Instance Segmentation.
CoRR, 2016

Improved Image Boundaries for Better Video Segmentation.
CoRR, 2016

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects.
CoRR, 2016

Gaze Embeddings for Zero-Shot Image Classification.
CoRR, 2016

DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model.
CoRR, 2016

Articulated Multi-person Tracking in the Wild.
CoRR, 2016

Generating Visual Explanations.
CoRR, 2016

The Cityscapes Dataset for Semantic Urban Scene Understanding.
CoRR, 2016

Long-Term Image Boundary Extrapolation.
CoRR, 2016

Multi-Cue Zero-Shot Learning with Strong Supervision.
CoRR, 2016

Learning What and Where to Draw.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Demo: I-Pic: A Platform for Privacy-Compliant Image Capture.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

I-Pic: A Platform for Privacy-Compliant Image Capture.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Generative Adversarial Text to Image Synthesis.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Multi-person Tracking by Multicut and Deep Matching.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Grounding of Textual Phrases in Images by Reconstruction.
Proceedings of the Computer Vision - ECCV 2016, 2016

Faceless Person Recognition: Privacy Implications in Social Media.
Proceedings of the Computer Vision - ECCV 2016, 2016

Improved Image Boundaries for Better Video Segmentation.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model.
Proceedings of the Computer Vision - ECCV 2016, 2016

Generating Visual Explanations.
Proceedings of the Computer Vision - ECCV 2016, 2016

A Convnet for Non-maximum Suppression.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

How Far are We from Solving Pedestrian Detection?
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Latent Embeddings for Zero-Shot Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Deep Representations of Fine-Grained Visual Descriptions.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Loss Functions for Top-k Error: Analysis and Insights.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Weakly Supervised Object Boundaries.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

The Cityscapes Dataset for Semantic Urban Scene Understanding.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multi-cue Zero-Shot Learning with Strong Supervision.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Detecting Surgical Tools by Modelling Local Appearance and Global Shape.
IEEE Trans. Med. Imaging, 2015

Multi-View and 3D Deformable Part Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Filtered Channel Features for Pedestrian Detection.
CoRR, 2015

Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval.
CoRR, 2015

A Dataset for Movie Description.
CoRR, 2015

The Long-Short Story of Movie Description.
CoRR, 2015

Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data.
CoRR, 2015

Grounding of Textual Phrases in Images by Reconstruction.
CoRR, 2015

Building Statistical Shape Spaces for 3D Human Modeling.
CoRR, 2015

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation.
CoRR, 2015

What is Holding Back Convnets for Detection?
CoRR, 2015

3D Object Class Detection in the Wild.
CoRR, 2015

Person Recognition in Personal Photo Collections.
CoRR, 2015

Loss Functions for Top-k Error: Analysis and Insights.
CoRR, 2015

Top-k Multiclass SVM.
CoRR, 2015

Weakly Supervised Object Boundaries.
CoRR, 2015

Efficient Output Kernel Learning for Multiple Tasks.
CoRR, 2015

Taking a Deeper Look at Pedestrians.
CoRR, 2015

A convnet for non-maximum suppression.
CoRR, 2015

What makes for effective detection proposals?
CoRR, 2015

Top-k Multiclass SVM.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Efficient Output Kernel Learning for Multiple Tasks.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Person Recognition in Personal Photo Collections.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Scalable Nonlinear Embeddings for Semantic Category-Based Image Retrieval.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

The Long-Short Story of Movie Description.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

What Is Holding Back Convnets for Detection?
Proceedings of the Pattern Recognition - 37th German Conference, 2015

Filtered channel features for pedestrian detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Subgraph decomposition for multi-target tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A dataset for Movie Description.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

3D object class detection in the wild.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Classifier based graph construction for video segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Taking a deeper look at pedestrians.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Efficient ConvNet-based marker-less motion capture in general scenes with a low number of cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Evaluation of output embeddings for fine-grained image classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Kamerabasierte Fußgängerdetektion.
Proceedings of the Handbuch Fahrerassistenzsysteme, 2015

Antikollisionssystem PRORETA - Integrierte Lösung zur Vermeidung von Überholunfällen.
Proceedings of the Handbuch Fahrerassistenzsysteme, 2015

2014
Learning using privileged information: SV M+ and weighted SVM.
Neural Networks, 2014

Detection and Tracking of Occluded People.
International Journal of Computer Vision, 2014

A tutorial on human activity recognition using body-worn inertial sensors.
ACM Comput. Surv., 2014

Coherent Multi-Sentence Video Description with Variable Level of Detail.
CoRR, 2014

Fine-grained Activity Recognition with Holistic and Pose based Features.
CoRR, 2014

Multi-View Priors for Learning Detectors from Sparse Viewpoint Data.
Proceedings of the 2nd International Conference on Learning Representations, 2014

How good are detection proposals, really?
CoRR, 2014

Ten Years of Pedestrian Detection, What Have We Learned?
CoRR, 2014

Zero-Shot Learning with Structured Embeddings.
CoRR, 2014

First International Workshop on Video Segmentation - Panel Discussion.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Ten Years of Pedestrian Detection, What Have We Learned?
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Coherent Multi-sentence Video Description with Variable Level of Detail.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Fine-Grained Activity Recognition with Holistic and Pose Based Features.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Learning Must-Link Constraints for Video Segmentation Based on Spectral Clustering.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Scalable Multitask Representation Learning for Scene Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

3D Pictorial Structures for Multiple Human Pose Estimation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2D Human Pose Estimation: New Benchmark and State of the Art Analysis.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

How good are detection proposals, really?.
Proceedings of the British Machine Vision Conference, 2014

2013
Where Next in Object Recognition and how much Supervision Do We Need?
Proceedings of the Advanced Topics in Computer Vision, 2013

Grounding Action Descriptions in Videos.
TACL, 2013

Detailed 3D Representations for Object Recognition and Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Learning Using Privileged Information: SVM+ and Weighted SVM.
CoRR, 2013

User independent, multi-modal spotting of subtle arm actions with minimal training data.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications Workshops, 2013

Transfer Learning in a Transductive Setting.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Learning People Detectors for Tracking in Crowded Scenes.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Translating Video Content to Natural Language Descriptions.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Strong Appearance and Expressive Spatial Models for Human Pose Estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Poselet Conditioned Pictorial Structures.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Occlusion Patterns for Object Class Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Multi-view Pictorial Structures for 3D Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2013

Keynote lecture 1: "Visual scene understanding - It's time to address it again".
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Pedestrian Detection: An Evaluation of the State of the Art.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Discriminative Appearance Models for Pictorial Structures.
International Journal of Computer Vision, 2012

3D Object Detection with Multiple Kinects.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Script Data for Attribute-Based Recognition of Composite Activities.
Proceedings of the Computer Vision - ECCV 2012, 2012

3D2PM - 3D Deformable Part Models.
Proceedings of the Computer Vision - ECCV 2012, 2012

Active Metric Learning for Object Recognition.
Proceedings of the Pattern Recognition, 2012

A database for fine grained activity detection of cooking activities.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Articulated people detection and pose estimation: Reshaping the future.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Teaching 3D geometry to deformable part models.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

RALF: A reinforced active learning formulation for object class recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Detection and Tracking of Occluded People.
Proceedings of the British Machine Vision Conference, 2012

Fine-Grained Categorization for 3D Scene Understanding.
Proceedings of the British Machine Vision Conference, 2012

Video Segmentation with Superpixels.
Proceedings of the Computer Vision - ACCV 2012, 2012

Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

South by South-East or Sitting at the Desk: Can Orientation be a Place?
Proceedings of the 15th IEEE International Symposium on Wearable Computers (ISWC 2011), 2011

Revisiting 3D geometric models for accurate object shape and pose.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Multi-target Tracking in Crowded Scenes.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Monocular 3D scene understanding with explicit occlusion reasoning.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Evaluating knowledge transfer and zero-shot learning in a large-scale setting.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Learning people detection models from few training samples.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

In Good Shape: Robust People Detection based on Appearance and Shape.
Proceedings of the British Machine Vision Conference, 2011

Explicit Occlusion Reasoning for 3D Object Detection.
Proceedings of the British Machine Vision Conference, 2011

2010
Tutor-based learning of visual categories using different levels of supervision.
Computer Vision and Image Understanding, 2010

Coming to grips with the objects we grasp: detecting interactions with efficient wrist-worn sensors.
Proceedings of the 4th International Conference on Tangible and Embedded Interaction 2010, 2010

A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors.
Proceedings of the RoboCup 2010: Robot Soccer World Cup XIV [papers from the 14th annual RoboCup International Symposium, 2010

Dead reckoning from the pocket - An experimental study.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

All for one or one for all? Combining heterogeneous features for activity spotting.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Towards human motion capturing using gyroscopeless orientation estimation.
Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), 2010

Remember and transfer what you have learned - recognizing composite activities based on activity spotting.
Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), 2010

Vision based victim detection from unmanned aerial vehicles.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Improving person detection using synthetic training data.
Proceedings of the International Conference on Image Processing, 2010

Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes.
Proceedings of the Computer Vision, 2010

Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo.
Proceedings of the Computer Vision - ECCV 2010, 2010

Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer.
Proceedings of the Trends and Topics in Computer Vision, 2010

Extracting Structures in Image Collections for Object Recognition.
Proceedings of the Computer Vision, 2010

New features and insights for pedestrian detection.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Automatic discovery of meaningful object parts with latent CRFs.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

What helps where - and why? Semantic relatedness for knowledge transfer.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multi-cue pedestrian classification with partial occlusion handling.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Monocular 3D pose estimation and tracking by detection.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Back to the Future: Learning Shape Models from 3D CAD Data.
Proceedings of the British Machine Vision Conference, 2010

Multi-modal Learning.
Proceedings of the Cognitive Systems, 2010

Categorical Perception.
Proceedings of the Cognitive Systems, 2010

2009
Whac-A-Bee: a sensor network game.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Multi Activity Recognition Based on Bodymodel-Derived Primitives.
Proceedings of the Location and Context Awareness, 4th International Symposium, 2009

Activity Recognition from Sparsely Labeled Data Using Multi-Instance Learning.
Proceedings of the Location and Context Awareness, 4th International Symposium, 2009

Daily Routine Recognition through Activity Spotting.
Proceedings of the Location and Context Awareness, 4th International Symposium, 2009

An Analysis of Sensor-Oriented vs. Model-Based Activity Recognition.
Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), 2009

Multi-graph Based Semi-supervised Learning for Activity Recognition.
Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), 2009

An Exploration of Daily Routine Modeling Based on Bluetooth and GSM-Data.
Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), 2009

Enabling Efficient Time Series Analysis for Wearable Activity Data.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Shading cues for object class detection.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

A shape-based object class model for knowledge transfer.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multi-cue onboard pedestrian detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Discriminative structure learning of hierarchical representations for object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Pedestrian detection: A benchmark.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Pictorial structures revisited: People detection and articulated pose estimation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
2007's Wearable Computing Advances.
IEEE Pervasive Computing, 2008

Learning semantic object parts for object categorization.
Image Vision Comput., 2008

Sensory Augmented Computing and its Potential for Human-Computer Interaction (Sensorunterstützte Computersysteme und deren Potenzial für die Mensch-Maschine-Interaktion).
it - Information Technology, 2008

Robust Object Detection with Interleaved Categorization and Segmentation.
International Journal of Computer Vision, 2008

Integrating Visual Context and Object Detection within a Probabilistic Framework.
Proceedings of the Attention in Cognitive Systems, 2008

ADL recognition based on the combination of RFID and accelerometer sensing.
Proceedings of the 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, 2008

A new approach to enable gesture recognition in continuous data streams.
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Exploring semi-supervised and active learning for activity recognition.
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Using rhythm awareness in long-term activity recognition.
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Sustained logging and discrimination of sleep postures with low-level, wrist-worn sensors.
Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Functional Object Class Detection Based on Learned Affordance Cues.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Discovery of activity patterns using topic models.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Vision-Based Detection of Mobile Smart Objects.
Proceedings of the Smart Sensing and Context, Third European Conference, 2008

A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes.
Proceedings of the Computer Vision, 2008

Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features.
Proceedings of the Computer Vision, 2008

A Performance Evaluation of Single and Multi-feature People Detection.
Proceedings of the Pattern Recognition, 2008

Sliding-Windows for Rapid Object Class Localization: A Parallel Technique.
Proceedings of the Pattern Recognition, 2008

Decomposition, discovery and detection of visual categories using topic models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

People-tracking-by-detection and people-detection-by-tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Recognizing context for annotating a live life recording.
Personal and Ubiquitous Computing, 2007

Semantic Modeling of Natural Scenes for Content-Based Image Retrieval.
International Journal of Computer Vision, 2007

Scalable Recognition of Daily Activities with Wearable Sensors.
Proceedings of the Location- and Context-Awareness, Third International Symposium, 2007

Browsing patient records during ward rounds with a body worn gyroscope.
Proceedings of the 11th IEEE International Symposium on Wearable Computers (ISWC 2007), 2007

How Good are Local Features for Classes of Geometric Objects.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Cooperative Augmentation of Smart Objects with Projector-Camera Systems.
Proceedings of the UbiComp 2007: Ubiquitous Computing, 9th International Conference, 2007

Visual Object Class Recognition combining Generative and Discriminative Methods.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems (HIS 2007), 2007

Toward Recognition of Short and Non-repetitive Activities from Wearable Sensors.
Proceedings of the Ambient Intelligence, European Conference, 2007

How Computer Vision Can Help in Outdoor Positioning.
Proceedings of the Ambient Intelligence, European Conference, 2007

Towards Robust Pedestrian Detection in Crowded Image Sequences.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Towards systematic research of multimodal interfaces for non-desktop work scenarios.
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
A psychophysically plausible model for typicality ranking of natural scenes.
TAP, 2006

Performance evaluation and optimization for content-based image retrieval.
Pattern Recognition, 2006

Model-free tracking of cars and people based on color regions.
Image Vision Comput., 2006

Towards Personalized Mobile Interruptibility Estimation.
Proceedings of the Location- and Context-Awareness, Second International Workshop, 2006

Unsupervised Discovery of Structure in Activity Data Using Multiple Eigenspaces.
Proceedings of the Location- and Context-Awareness, Second International Workshop, 2006

Towards Less Supervision in Activity Recognition from Wearable Sensors.
Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006

Interleaving Object Categorization and Segmentation.
Proceedings of the Cognitive Vision Systems, 2006

Cross-Articulation Learning for Robust Detection of Pedestrians.
Proceedings of the Pattern Recognition, 2006

Towards Unsupervised Discovery of Visual Categories.
Proceedings of the Pattern Recognition, 2006

Towards Multi-View Object Class Detection.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Multi-Aspect Detection of Articulated Objects.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Multiple Object Class Detection with a Generative Model.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

An Implicit Shape Model for Combined Object Categorization and Segmentation.
Proceedings of the Toward Category-Level Object Recognition, 2006

Segmentation Based Multi-Cue Integration for Object Detection.
Proceedings of the British Machine Vision Conference 2006, 2006

Efficient Clustering and Matching for Object Class Recognition.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Sensing and monitoring professional skiers.
IEEE Pervasive Computing, 2005


Towards improving trust in context-aware systems by displaying system confidence.
Proceedings of the 7th Conference on Human-Computer Interaction with Mobile Devices and Services, 2005

Local Features for Object Class Recognition.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Integrating Representative and Discriminative Models for Object Category Detection.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Pedestrian Detection in Crowded Scenes.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

An Evaluation of Local Shape-Based Features for Pedestrian Detection.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
Building Intelligent Environments with Smart-Its.
IEEE Computer Graphics and Applications, 2004

Towards Distributed Awareness -- An Artifact Based Approach.
Proceedings of the 6th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2004), 2004

Less Contact: Heart-Rate Detection Without Even Touching the User.
Proceedings of the 8th International Symposium on Wearable Computers (ISWC 2004), 31 October, 2004

A Model for Human Interruptability: Experimental Evaluation and Automatic Estimation from Wearable Sensors.
Proceedings of the 8th International Symposium on Wearable Computers (ISWC 2004), 31 October, 2004

Evaluating the Effects of Displaying Uncertainty in Context-Aware Applications.
Proceedings of the UbiComp 2004: Ubiquitous Computing: 6th International Conference, 2004

A Semantic Typicality Measure for Natural Scene Categorization.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search.
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

Workshop on Generic Object Recognition and Categorization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Natural Scene Retrieval Based on a Semantic Modeling Step.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
Wearable sensing to annotate meeting recordings.
Personal and Ubiquitous Computing, 2003

Introducing a weighted non-negative matrix factorization for image classification.
Pattern Recognition Letters, 2003

Towards robust multi-cue integration for visual tracking.
Mach. Vis. Appl., 2003

Computer vision systems.
Mach. Vis. Appl., 2003

Applying wearable sensors to avalanche rescue.
Computers & Graphics, 2003

Context-Aware Notification for Wearable Computing.
Proceedings of the 7th International Symposium on Wearable Computers (ISWC 2003), 2003

Multi-object Tracking Based on a Modular Knowledge Hierarchy.
Proceedings of the Computer Vision Systems, Third International Conference, 2003

Multi-sensor Activity Context Detection for Wearable Computing.
Proceedings of the Ambient Intelligence, First European Symposium, 2003

Analyzing Appearance and Contour Based Methods for Object Categorization.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Interleaved Object Categorization and Segmentation.
Proceedings of the British Machine Vision Conference, 2003

Using Local Context To Improve Face Detection.
Proceedings of the British Machine Vision Conference, 2003

2002
Context-driven model switching for visual tracking.
Robotics and Autonomous Systems, 2002

An information-theoretic approach to combining object models.
Robotics and Autonomous Systems, 2002

Beyond Position Awareness.
Personal and Ubiquitous Computing, 2002

The Light Field Oracle.
Proceedings of the 10th Pacific Conference on Computer Graphics and Applications (PG 2002), 2002

Computer Vision for Wearable Computing.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002

Wearable Sensing to Annotate Meeting Recordings.
Proceedings of the 6th International Symposium on Wearable Computers (ISWC 2002), 2002

Bridging the Gap between Virtual and Physical Games Using Wearable Sensors.
Proceedings of the 6th International Symposium on Wearable Computers (ISWC 2002), 2002

How Many Classifiers Do I Need?
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Analyzing Non-Negative Matrix Factorization for Image Classification.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Proactive Instructions for Furniture Assembly.
Proceedings of the UbiComp 2002: Ubiquitous Computing, 4th International Conference, Göteborg, Sweden, September 29, 2002

On Performance Characterization and Optimization for Image Retrieval.
Proceedings of the Computer Vision, 2002

Query-Dependent Performance Optimization for Vocabulary-Supported Image Retrieval.
Proceedings of the Pattern Recognition, 2002

Skin Patch Detection in Real-World Images.
Proceedings of the Pattern Recognition, 2002

Saliency of Interest Points under Scale Changes.
Proceedings of the British Machine Vision Conference 2002, 2002

Detecting Context in Distributed Sensor Networks by Using Smart Context-Aware Packets.
Proceedings of the Trends in Network and Pervasive Computing, 2002

2001
Towards Robust Multi-cue Integration for Visual Tracking.
Proceedings of the Computer Vision Systems, Second International Workshop, 2001

Performance prediction for vocabulary-supported image retrieval.
Proceedings of the 2001 International Conference on Image Processing, 2001

Smart-Its Friends: A Technique for Users to Easily Establish Connections between Smart Artefacts.
Proceedings of the Ubicomp 2001: Ubiquitous Computing, 2001

3D Object Recognition from Range Images using Local Feature Histograms.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Hierarchical Combination of Object Models using Mutual Information.
Proceedings of the British Machine Vision Conference 2001, 2001

2000
Recognition without Correspondence using Multidimensional Receptive Field Histograms.
International Journal of Computer Vision, 2000

Vocabulary-Supported Image Retrieval.
Proceedings of the First DELOS Network of Excellence Workshop on Information Seeking, 2000

Towards Robust Perception and Model Integration.
Proceedings of the Sensor Based Intelligent Robots, 2000

1999
Realtime Personal Positioning System for Wearable Computers.
Proceedings of the Third International Symposium on Wearable Computers (ISWC 1999), 1999

An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System.
Proceedings of the Computer Vision Systems, First International Conference, 1999

Probabilistic Object Recognition and Localization.
Proceedings of the International Conference on Computer Vision, 1999

1998
Position estimation using principal components of range data.
Robotics and Autonomous Systems, 1998

Visual Contextual Awareness in Wearable Computing.
Proceedings of the Second International Symposium on Wearable Computers (ISWC 1998), 1998

Position Estimation Using Principal Components of Range Data.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

Transinformation for Active Object Recognition.
Proceedings of the Procedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Comprehensive Colour Image Normalization.
Proceedings of the Computer Vision, 1998

1997
Reconnaissance d'objets utilisant des histogrammes multidimensionnels de champs réceptifs. (Object Recognition using Multidimensional Receptive Field Histograms).
PhD thesis, 1997

Transinformation of object recognition and its application to viewpoint planning.
Robotics and Autonomous Systems, 1997

Object Classification Based on Visual Classes.
Proceedings of the Mustererkennung 1997, 1997

1996
Where to look next and what to look for.
Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS 1996, 1996

Probabilistic object recognition using multidimensional receptive field histograms.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Object Recognition Using Multidimensional Receptive Field Histograms.
Proceedings of the Computer Vision, 1996

1994
A comparison of position estimation techniques using occupancy grids.
Robotics and Autonomous Systems, 1994

A Comparison of Position Estimation Techniques Using Occupancy Grids.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994


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