Keywords:
Publications of Pascal Fua
2018
| Geodesic Convolutional Shape Optimization, , , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection, , , , , , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, pages 5030-5039, 2018 |
[DOI] |
2017
| Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection, , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Multi-Modal Mean-Fields via Cardinality-Based Clamping, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
| Non-Markovian Globally Consistent Multi-Object Tracking, , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2017 |
| Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition, , , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2017 |
2016
| Computer vision profiling of neurite outgrowth dynamics reveals spatio-temporal modularity of Rho GTPase signaling, , , , , , , , , and , in: Journal of Cell Biology, 212(1):91-111, 2016 |
[DOI] |
| Principled Parallel Mean-Field Inference for Discrete Random Fields, , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2016 |
| Tracking Interacting Objects Using Intertwined Flows, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016 |
2015
| Kullback-Leibler Proximal Variational Inference, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, pages 3402-3410, 2015 |
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| Probability Occupancy Maps for Occluded Depth Images, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2829-2837, 2015 |
2014
| Re-Identification for Improved People Tracking, , and , in: Person Re-Identification, pages 311-336, Springer, 2014 |
| Tracking Interacting Objects Optimally Using Integer Programming, , , and , in: Proceedings of the European Conference on Computer Vision, pages 17-32, 2014 |
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2013
| Fast Object Detection with Entropy-Driven Evaluation, , , and , in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013 |
| Multi-Commodity Network Flow for Tracking Multiple People, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013 |
2012
| A real-time deformable detector., , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012 |
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2011
| Automated Quantification of Morphodynamics for High-Throughput Live Cell Imaging Datasets, , , , , and , in: 1st International SystemsX.ch Conference on Systems Biology, 2011 |
| Morphodynamic profiling to explore spatio-temporal signaling networks regulating neurite outgrowth, , , , , , and , in: 1st International SystemsX.ch Conference on Systems Biology, 2011 |
| Multiple Object Tracking using K-Shortest Paths Optimization, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011 |
| Tracking Multiple Objects under Global Appearance Constraints, , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2011 |
2010
| Delineating Trees in Noisy 2D Images and 3D Image Stacks, , , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, pages 2799–2806, 2010 |
2009
| Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems, , , , and , in: Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, 2009 |
| Joint Pose Estimator and Feature Learning for Object Detection, , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2009 |
| Learning Rotational Features for Filament Detection, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition, 2009 |
| Multiple Object Tracking using Flow Linear Programming, , and , Idiap-RR-10-2009 |
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| Steerable Features for Statistical 3D Dendrite Detection, , , , and , in: Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention, 2009 |
2008
| Automated Delineation of Dendritic Networks in Noisy Image Stacks, , and , in: proceedings of the European Conference on Computer Vision, 2008 |
| Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2008 |
| Multi-Camera People Tracking with a Probabilistic Occupancy Map, , , and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(2), 2008 |
| Multi-Camera Tracking and Atypical Motion Detection with Behavioral Maps, , and , in: proceedings of the European Conference on Computer Vision, 2008 |
| Principled Detection-by-classification from Multiple Views, , and , in: proceedings of the International Conference on Computer Vision Theory and Applications, 2008 |