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2020. International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 26-30, 2020.Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation
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2019-01-01. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.Quadruplet Selection Methods For Deep Embedding Learning
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2018-01-01. 1st International Workshop on Computational Pathology (COMPAY) / 5th International Workshop on Ophthalmic Medical Image Analysis (OMIA), Granada, SPAIN, Sep 16-20, 2018. p. 167-175. DOI : 10.1007/978-3-030-00949-6_20.Scale-Adaptive Superpixels
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2018. Neural Information Processing Systems (NIPS), Montréal Canada,A Domain-Adaptive Two-Stream U-Net For Electron Microscopy Image Segmentation
2018-01-01. International Symposium on Biomedical Imaging (ISBI), Washington, DC, Apr 04-07, 2018. p. 400-404. DOI : 10.1109/ISBI.2018.8363602.Learning to Reconstruct Texture-less Deformable Surfaces from a Single View
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2017. International Symposium on Mixed and Augmented Reality (ISMAR), Nantes, France, October 9–13, 2017.Multi-Modal Mean-Fields via Cardinality-Based Clamping
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2016. Conference on Neural Information Processing Systems (NIPS), Barcelona, Spain,Simultaneous segmentation and anatomical labeling of the cerebral vasculature
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2016. Conference on Knowledge Discovery and Data Mining, San Francisco, CA, August, 2016.Memory Efficient Max Flow for Multi-label Submodular MRFs
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ,Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering
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2016. Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, June 26-July 1, 2016.Learning to Match Aerial Images with Deep Attentive Architectures
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Lausanne, EPFL, 2016.Automated Reconstruction of Evolving Curvilinear Tree Structures
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Theory and Applications of Smart Cameras; Springer Netherlands, 2016. p. 215-240.Globally Optimal Cell Tracking using Integer Programming
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2014. Photogrammetric Computer Vision, Zürich, September 5-7,2014.Correlative In Vivo 2-Photon Beam Scanning Electron Microscopy: 3D Analysis of Neuronal Ultrastructure
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Exploiting Enclosing Membranes and Contextual Cues for Mitochondria Segmentation
2014. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Boston, Massachusetts, USA, September 2014.Simultaneous Segmentation and Anatomical Labeling of the Cerebral Vasculature
2014. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Boston, Massachusetts, USA, Sep. 14-19, 2014.Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery
2014. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Boston, Massachusetts, USA, September 14-18, 2014. p. 692-699. DOI : 10.1007/978-3-319-10470-6_86.Receptive Fields Selection for Binary Feature Description
IEEE Transactions on Image Processing. 2014. Vol. 23, num. 6, p. 2583-2595. DOI : 10.1109/TIP.2014.2317981.Reconstructing Evolving Tree Structures in Time Lapse Sequences
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, OH, USA, 2014. p. 3035-3042. DOI : 10.1109/CVPR.2014.388.Robust 3D Tracking with Descriptor Fields
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 23-28, 2014. p. 3414-3421. DOI : 10.1109/CVPR.2014.436.Multiscale Centerline Detection by Learning a Scale-Space Distance Transform
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 24-27, 2014. p. 2697-2704. DOI : 10.1109/CVPR.2014.351.The Relationship between PSD-95 Clustering and Spine Stability In Vivo
Journal Of Neuroscience. 2014. Vol. 34, num. 6, p. 2075-2086. DOI : 10.1523/Jneurosci.3353-13.2014.On the Relevance of Sparsity for Image Classification
Computer Vision and Image Understanding. 2014. Vol. 125, p. 115-127. DOI : 10.1016/j.cviu.2014.03.009.Dense Methods for Image Alignment with an Application to 3D Tracking
2014
Real-time landing place assessment in man-made environments
Machine Vision And Applications. 2014. Vol. 25, num. 1, p. 211-227. DOI : 10.1007/s00138-013-0560-7.Identity-Preserving Multiple People Tracking
Lausanne, EPFL, 2014.Caenorhabditis elegant segmentation using texture-based models for motility phenotyping
IEEE Transactions on Biomedical Engineering. 2014. Vol. 61, num. 8, p. 2278-2289. DOI : 10.1109/Tbme.2014.2298612.Better features for image categorization and segmentation
Lausanne, EPFL, 2014.Object Classification and Detection in High Dimensional Feature Space
Lausanne, EPFL, 2014.Re-Identification for Improved People Tracking
Person Re-Identification; Springer, 2014. p. 309-330.Take your Eyes off the Ball: Improving Ball-Tracking by Focusing on Team Play
Computer Vision and Image Understanding. 2014. Vol. 119, p. 102-115. DOI : 10.1016/j.cviu.2013.11.010.Multi-Commodity Network Flow for Tracking Multiple People
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2014. Vol. 36, num. 8, p. 1614-1627. DOI : 10.1109/Tpami.2013.210.Method and apparatus for multiple object tracking with k-shortest paths
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2013.Learning Separable Filters with Shared Parts
2013.TPAMI CVPR Special Section
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013. Vol. 35, num. 12, p. 2819-2820. DOI : 10.1109/TPAMI.2013.208.Tracking Multiple Handball Players using Multi-Commodity Network Flow for Assessing Tactical Behavior
2013. Scientific Conference Women and Handball: Scientific and Practical Approaches, Vienna, Austria, November, 2013.Detecting Irregular Curvilinear Structures in Gray Scale and Color Imagery using Multi-Directional Oriented Flux
2013. International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013. p. 1553-1560. DOI : 10.1109/ICCV.2013.196.Automated Reconstruction of Curvilinear Networks from 2D and 3D Imagery
Lausanne, EPFL, 2013.Keypoint Recognition using Random Forests and Random Ferns
Decision Forests for Computer Vision and Medical Image Analysis; Springer, 2013. p. 111-124.Non-Linear Domain Adaptation with Boosting
2013. Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA, December 5-8, 2013.Learning Discriminative Features and Structured Models for Segmentation in Microscopy and Natural Images
Lausanne, EPFL, 2013.Supervised Feature Learning for Curvilinear Structure Segmentation
2013. International Conference on Medical Image Computing And Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 2013. p. 526-533. DOI : 10.1007/978-3-642-40811-3_66.Facial Descriptors for Identity-Preserving Multiple People Tracking
2013
Active Testing Search for Point Cloud Matching
2013. International Conference on Information Processing in Medical Imaging (IPMI), Asilomar, California, USA, June 28, 2013. p. 572-583. DOI : 10.1007/978-3-642-38868-2_48.Flash Scanning Electron Microscopy
2013. 16th Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 2013.Tracklet-based Multi-Commodity Network Flow for Tracking Multiple People
EP2780871; EP2780871; WO2013072401; WO2013072401.
2013.Unified Detection and Tracking of Instruments during Retinal Microsurgery
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013. Vol. 35, num. 5, p. 1263-1273. DOI : 10.1109/Tpami.2012.209.Boosting Binary Keypoint Descriptors
2013. Computer Vision and Pattern Recognition (CVPR), Portland, USA, DOI : 10.1109/Cvpr.2013.370.Reconstructing Loopy Curvilinear Structures Using Integer Programming
2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June, 2013. DOI : 10.1109/Cvpr.2013.238.Altered Synaptic Dynamics during Normal Brain Aging
Journal Of Neuroscience. 2013. Vol. 33, num. 9, p. 4094-4104. DOI : 10.1523/Jneurosci.4825-12.2013.Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets
2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 23-28, 2013. DOI : 10.1109/Cvpr.2013.259.Detection of Aircrafts on a Collision Course using Spatio-Temporal HOG
2013
Fast Object Detection with Entropy-Driven Evaluation
2013. Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 23-28, 2013. p. 3270-3277. DOI : 10.1109/CVPR.2013.420.Learning Separable Filters
2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 25-27, 2013. DOI : 10.1109/Cvpr.2013.355.An Optimal Policy for Target Localization with Application to Electron Microscopy
2013. International Conference on Machine Learning (ICML), Atlanta, GA, USA, June 16-21, 2013. p. 1-9.Multi-camera face detection and recognition applied to people tracking
2013.Learning Context Cues for Synapse Segmentation
IEEE Transactions on Medical Imaging. 2013. Vol. 32, num. 10, p. 1864–1877. DOI : 10.1109/Tmi.2013.2267747.Tubular Geodesics using Oriented Flux: An ITK Implementation
Insight Journal. 2013.KernelBoost: Supervised Learning of Image Features For Classification
2013
Semi-Automated Reconstruction of Curvilinear Structures in Noisy 2D images and 3D image stacks
2013
Tracking Multiple Players using a Single Camera
Machine Vision and Applications. 2013.Stochastic Exploration of Ambiguities for Non-Rigid Shape Recovery
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013. Vol. 35, num. 2, p. 463-475. DOI : 10.1109/Tpami.2012.102.Worldwide Pose Estimation Using 3D Point Clouds
2012. European Conference on Computer Vision (ECCV), Florence, Italy, October, 2012. p. 15–29. DOI : 10.1007/978-3-642-33718-5_2.3-D Head Tracking via Invariant Keypoint Learning
Ieee Transactions On Circuits And Systems For Video Technology. 2012. Vol. 22, num. 8, p. 1113-1126. DOI : 10.1109/Tcsvt.2012.2190474.A Novel Image-based Tool to Reunite Children With Their Families After Disasters
Academic Emergency Medicine. 2012. Vol. 19, num. 11, p. 1227-1234. DOI : 10.1111/acem.12013.Learning Image Descriptors with the Boosting-Trick
2012. NIPS, Lake Tahoe, CA, USA, 2012.Efficient Discriminative Projections for Compact Binary Descriptors
2012. European Conference on Computer Vision, Florence, Italy, 2012. p. 228–242. DOI : 10.1007/978-3-642-33718-5_17.Pose estimation of landscape images using DEM and orthophotos
2012. Int. Conference on Computer Vision in Remote Sensing CVRS, Xiamen, China.Real time multi-object tracking using multiple cameras
2012.Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem
2012. International Conference on Swarm Intelligence, Brussels, Belgium, September, 2012.Transfer Learning by Sharing Support Vectors
2012
On the Relevance of Sparsity for Image Classification
2012
Thick Boundaries in Binary Space and Their Influence on Nearest-Neighbor Search
Pattern Recognition Letters. 2012. Vol. 33, p. 2173-2180. DOI : 10.1016/j.patrec.2012.08.006.Resolving Ambiguities in Monocular 3D Reconstruction of Deformable Surfaces
Lausanne, EPFL, 2012.Handling Motion-Blur in 3D Tracking and Rendering for Augmented Reality
Ieee Transactions On Visualization And Computer Graphics. 2012. Vol. 18, p. 1449-1459. DOI : 10.1109/TVCG.2011.158.Data-Driven Visual Tracking in Retinal Microsurgery
2012. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nice, France, October, 2012. p. 568-575. DOI : 10.1007/978-3-642-33418-4_70.Efficient Scanning for EM Based Target Localization
2012. 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Nice, France, October, 2012. p. 337-344. DOI : 10.1007/978-3-642-33454-2_42.Structured Image Segmentation using Kernelized Features
2012. European Conference on Computer Vision, Florence, Italy, October 2012.Accurate and Efficient Linear Structure Segmentation by Leveraging Ad Hoc Features with Learned Filters
2012. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nice, France, October 1-5, 2012. p. 189-197. DOI : 10.1007/978-3-642-33415-3_24.Learning Separable Filters
2012
Laplacian Meshes for Monocular 3D Shape Recovery
2012. European Conference on Computer Vision, Florence, October 2012.Learning Context Cues for Synapse Segmentation in EM Volumes
2012. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). p. 585-592. DOI : 10.1007/978-3-642-33415-3_72.SLIC Superpixels Compared to State-of-the-art Superpixel Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, num. 11, p. 2274-2282. DOI : 10.1109/TPAMI.2012.120.Gradient Response Maps for Real-Time Detection of Textureless Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, num. 5, p. 876-888. DOI : 10.1109/TPAMI.2011.206.Robust Non-Rigid Registration of 2D and 3D Graphs
2012. Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 2012. p. 996-1003. DOI : 10.1109/CVPR.2012.6247776.Automated Reconstruction of Tree Structures using Path Classifiers and Mixed Integer Programming
2012. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, June 16-21, 2012. p. 566-573. DOI : 10.1109/CVPR.2012.6247722.A Constrained Latent Variable Model
2012. IEEE Conference on Computer Vision and Pattern Recognition, Providence, Rhode Island, USA, June 16-21, 2012. p. 2248-2255. DOI : 10.1109/CVPR.2012.6247934.AUTOMATIC MAPPING FROM ULTRA-LIGHT UAV IMAGERY
2012. EuroCOW 2012, Barceloa, Spain, February 8-10, 2012.Learning to Detect Objects with Minimal Supervision
Lausanne, EPFL, 2012.LDAHash: Improved Matching with Smaller Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, p. 66-78. DOI : 10.1109/TPAMI.2011.103.Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks with Learned Shape Features
IEEE Transactions on Medical Imaging. 2012. Vol. 31, num. 2, p. 474-486. DOI : 10.1109/TMI.2011.2171705.BRIEF: Computing a Local Binary Descriptor Very Fast
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, num. 7, p. 1281-1298. DOI : 10.1109/TPAMI.2011.222.A Real-Time Deformable Detector
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, num. 2, p. 225-239. DOI : 10.1109/TPAMI.2011.117.Monocular 3D Reconstruction of Locally Textured Surfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, num. 6, p. 1118-1130. DOI : 10.1109/TPAMI.2011.196.Efficient Large Scale Multi-View Stereo for Ultra High Resolution Image Sets
Machine Vision and Applications. 2012. Vol. 23, num. 5, p. 903-920. DOI : 10.1007/s00138-011-0346-8.myCopter – Enabling Technologies for Personal Aerial Transportation Systems
2011. International HELI World Conference, Frankfurt/Main, Germany, 2011.myCopter – Enabling Technologies for Personal Aerial Transportation Systems.
2011. European Rotorcraft Forum, Vergiate/Gallarate, Italy, September 13-15, 2011.Learning parameterized histogram kernels on the simplex manifold for image and action classification
2011. IEEE International Conference on Computer Vision (ICCV), Barcelona, SPAIN, Nov 06-13, 2011. p. 1473-1480. DOI : 10.1109/ICCV.2011.6126404.Spatiotemporal motion estimation for respiratory-correlated imaging of the lungs
Medical Physics. 2011. Vol. 38, p. 166-178. DOI : 10.1118/1.3523619.Extended Keyframe Detection with Stable Tracking for Multiple 3D Object Tracking
IEEE Transactions On Visualization And Computer Graphics. 2011. Vol. 17, p. 1728-1735. DOI : 10.1109/TVCG.2010.262.Simplified Building Models Extraction From Ultra-Light UAV Imagery
2011. UAV-g 2011 – Unmanned Aerial Vehicle in Geomatics, Zürich, CH, September 14-16, 2011.Long Term Real Trajectory Reuse Through Region Goal Satisfaction
2011. International Conference on Motion in Games (MIG), Edinburgh, UK, November 13-15, 2011. p. 412-423. DOI : 10.1007/978-3-642-25090-3_35.PHOTOGRAMMETRIC PERFORMANCE OF AN ULTRA LIGHT WEIGHT SWINGLET UAV
2011. UAV-g , Zürich, September 14-16, 2011.Are Spatial and Global Constraints Really Necessary for Segmentation?
2011. IEEE International Conference on Computer Vision (ICCV), Barcelona, p. 9-16. DOI : 10.1109/ICCV.2011.6126219.The Accuracy of Automatic Photogrammetric Techniques on Ultra-light UAV Imagery
2011. UAV-g 2011 – Unmanned Aerial Vehicle in Geomatics, Zürich, CH, September 14-16, 2011.Rotational Features Extraction for Ridge Detection
2011
Conditional Random Fields for Multi-Camera Object Detection
2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011. p. 563-570. DOI : 10.1109/ICCV.2011.6126289.Tracking Multiple People under Global Appearance Constraints
2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011. p. 137-144. DOI : 10.1109/ICCV.2011.6126235.Spatio-Chromatic Decorrelation by Shift-Invariant Filtering
2011. IEEE CVPR Workshop on Biologically Consistent Vision, Colorado Springs, CO, USA, June 2011. DOI : 10.1109/CVPRW.2011.5981688.Multispectral Interest Points for RGB-NIR Image Registration
2011. IEEE International Conference on Image Processing, Brussels, Belgium, September 2011. DOI : 10.1109/ICIP.2011.6115818.Multispectral SIFT for Scene Category Recognition
2011. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, CO, USA, June 2011. p. 177-184. DOI : 10.1109/CVPR.2011.5995637.myCopter: Enabling Technologies for Personal Air Transport Systems
2011. RAeS Rotorcraft Conference: The Future Rotorcraft – Enabling Capability Through the Application of Technology, London, UK, 15-16th June 2011.Are Sparse Representations Really Relevant for Image Classification?
2011. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, p. 1545-1552. DOI : 10.1109/CVPR.2011.5995313.Filter Learning for Linear Structure Segmentation
2011
Automated Quantification of Morphodynamics for High-Throughput Live Cell Imaging Datasets
2011
Automated Reconstruction of Dendritic and Axonal Trees by Global Optimization with Geometric Priors
Neuroinformatics. 2011. Vol. 9, p. 279-302. DOI : 10.1007/s12021-011-9122-1.Linear Local Models for Monocular Reconstruction of Deformable Surfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2011. Vol. 33, num. 5, p. 931-944. DOI : 10.1109/TPAMI.2010.158.Automated Detection and Delineation of Tree Structures in Noisy Micrographs
Lausanne, EPFL, 2011.Multiple Object Tracking using K-Shortest Paths Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2011. Vol. 33, p. 1806–1819. DOI : 10.1109/TPAMI.2011.21.FlowBoost – Appearance Learning from Sparsely Annotated Video
2011. IEEE International Conference on Computer Vision and Pattern Recognition. p. 1433-1440. DOI : 10.1109/CVPR.2011.5995403.Learning Real-Time Perspective Patch Rectification
International Journal of Computer Vision. 2011. Vol. 91, num. 1, p. 107–130. DOI : 10.1007/s11263-010-0379-x.Real-time vehicle tracking for driving assistance
Machine Vision and Applications. 2011. Vol. 22, num. 2, p. 439-448. DOI : 10.1007/s00138-009-0243-6.Simultaneous Pose, Correspondence and Non-Rigid Shape
2010. Conference on Computer Vision and Pattern Recognition. p. 1189-1196. DOI : 10.1109/CVPR.2010.5539831.Surface Construction by a 2-D Differentiation-Integration Process: A Neurocomputational Model for Perceived Border Ownership, Depth, and Lightness in Kanizsa Figures
Psychological Review. 2010. Vol. 117, p. 406-439. DOI : 10.1037/a0019076.Scalable real-time planar targets tracking for digilog books
Visual Computer. 2010. Vol. 26, p. 1145-1154. DOI : 10.1007/s00371-010-0490-6.Derivatives with respect to metrics and applications: subgradient marching algorithm
Numerische Mathematik. 2010. Vol. 116, p. 357-381. DOI : 10.1007/s00211-010-0305-8.Pareto-optimal Dictionaries for Signatures
2010. Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, Jun 13-18, 2010. p. 3011-3018. DOI : 10.1109/CVPR.2010.5540050.Delineating Trees in Noisy 2D Images and 3D Image Stacks
2010. International Conference on Computer Vision and Pattern Recognition. p. 2799-2806. DOI : 10.1109/CVPR.2010.5540010.Large occlusion completion using normal maps
2010. Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010.Supervoxel-Based Segmentation of EM Image Stacks with Learned Shape Features
2010
L’Hydroptère: A story of a dream
2010. 21st HISWA International Symposium on Yacht Design and Yacht Construction, Amsterdam, The Netherlands, November 15-16, 2010.Monocular 3D Reconstruction of Locally Textured Surfaces
2010
Is Sparsity Really Relevant for Image Classification?
2010
LDAHash: Improved matching with smaller descriptors
2010
Deformable Surface 3D Reconstruction from Monocular Images
Morgan-Claypool, 2010.Robust, High-Speed Interest Point Matching for Real-Time Applications
Lausanne, EPFL, 2010.Least-Squares Minimization Under Constraints
2010
Combining Geometric and Appearance Priors for Robust Homography Estimation
2010. p. 58–72. DOI : 10.1007/978-3-642-15558-1_5.Exploring Ambiguities for Monocular Non-Rigid Shape Estimation
2010. European Conference on Computer Vision, Heraklion, Greece, September, 2010. p. 370–383. DOI : 10.1007/978-3-642-15558-1_27.DAISY: A Fast Descriptor for Dense Wide Baseline Stereo and Multiview Reconstruction
Lausanne, EPFL, 2010.A Closed-Form Solution for the Uniform Sampling of the Epipolar Line via Non-Uniform Depth Sampling
2010
From Canonical Poses to 3D Motion Capture Using a Single Camera
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2010. Vol. 32, num. 7, p. 1165-1181. DOI : 10.1109/TPAMI.2009.108.Making Action Recognition Robust to Occlusions and Viewpoint Changes
2010. European Conference on Computer Vision, Heraklion, Greece, September, 2010. p. 635–648. DOI : 10.1007/978-3-642-15558-1_46.Reconstructing Geometrically Consistent Tree Structures from Noisy Images
2010. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Beijing, China, September 20-24, 2010. p. 291-299. DOI : 10.1007/978-3-642-15705-9_36.A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images
2010. International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, September 20-24, 2010. p. 463-471. DOI : 10.1007/978-3-642-15745-5_57.SLIC Superpixels
2010
View-Based Maps
International Journal of Robotics Research. 2010. Vol. 29, num. 8, p. 941-957. DOI : 10.1177/0278364910370376.BRIEF: Binary Robust Independent Elementary Features
2010. 11th European Conference on Computer Vision (ECCV). p. 778-792. DOI : 10.1007/978-3-642-15561-1_56.L’HYDROPTERE: HOW MULTIDISCIPLINARY SCIENTIFIC RESEARCH MAY HELP BREAK THE SAILING SPEED RECORD
2010. 2nd INTERNATIONAL CONFERENCE ON INNOVATION IN HIGH PERFORMANCE SAILING YACHTS (Innov’Sail), Lorient, France, June 30 – 1st July 1st, 2010.Learning Pose Invariant and Covariant Classifiers from Image Sequences
Lausanne, EPFL, 2010.Dynamic and Scalable Large Scale Image Reconstruction
2010. 23rd IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, U.S.A, June 13-19, 2010. p. 406-413. DOI : 10.1109/CVPR.2010.5540184.Simultaneous Point Matching and 3D Deformable Surface Reconstruction
2010. 23rd IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, U.S.A., June 13-19, 2010. p. 1221-1228. DOI : 10.1109/CVPR.2010.5539827.Bridging the Gap between Detection and Tracking for 3D Human Motion Recovery
Lausanne, EPFL, 2010.Pareto-optimal Dictionaries for Signatures
2010. Conference on Computer Vision and Pattern Recognition, June. p. 3011-3018. DOI : 10.1109/CVPR.2010.5540050.Fast Keypoint Recognition using Random Ferns
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010. Vol. 32, num. 3, p. 448-461. DOI : 10.1109/TPAMI.2009.23.Pedestrian localization, tracking and behavior analysis from multiple cameras
Lausanne, EPFL, 2010.Daisy: An Efficient Dense Descriptor Applied to Wide Baseline Stereo
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010. Vol. 32, num. 5, p. 815-830. DOI : 10.1109/TPAMI.2009.77.Capturing 3D Stretchable Surfaces from Single Images in Closed Form
2009. Computer Vision and Pattern Recognition (CVPR).Training for Task Specific Keypoint Detection
2009. DAGM Symposium on Pattern Recognition, Jena, GERMANY, Sep 09-11, 2009. p. 151-160. DOI : 10.1007/978-3-642-03798-6_16.Fast Ray Features for Learning Irregular Shapes
2009. 12th IEEE International Conference on Computer Vision, Kyoto, JAPAN, Sep 29-Oct 02, 2009. p. 397-404. DOI : 10.1109/ICCV.2009.5459210.Compact Signatures for High-speed Interest Point Description and Matching
2009. IEEE International Conference on Computer Vision, Kyoto, JAPAN, Sep 29-Oct 02, 2009. p. 357-364. DOI : 10.1109/ICCV.2009.5459272.EPnP: An Accurate O(n) Solution to the PnP Problem
International Journal Of Computer Vision. 2009. Vol. 81, p. 155-166. DOI : 10.1007/s11263-008-0152-6.Memories of the world of the mountains
Leonardo. 2009. Vol. 42, p. 350-355. DOI : 10.1162/leon.2009.42.4.350.Temporally Consistent Layer Depth Ordering Via Pixel Voting For Pseudo 3D Representation
2009. 3DTV Conference – True Vision – Capture, Transmission and Display of 3D Video, Potsdam, GERMANY, May 04-06, 2009. p. 257-260. DOI : 10.1109/3DTV.2009.5069679.Effect of natural organic matter and green microalga on carboxyl-polyethylene glycol coated CdSe/ZnS quantum dots stability and transformations under freshwater conditions
Environmental Pollution. 2009. Vol. 157, p. 3445-3450. DOI : 10.1016/j.envpol.2009.06.017.Observable Subspaces for 3D Human Motion Recovery
2009. IEEE Conference on Computer Vision and Pattern Recognition, Miami, Florida, USA, June 22 – 24, 2009. p. 1137-1144. DOI : 10.1109/CVPR.2009.5206489.ESM-Blur: Handling and Rendering Blur in 3D Tracking and Augmentation
2009. International Symposium on Mixed and Augmented Reality.Compact Signatures for High-speed Interest Point Description and Matching
2009. International Conference on Computer Vision, September, 2009.View-Based Maps
2009. Robotics: Science and Systems Conference, Seattle, June 2009.Pose Estimation for Category Specific Multiview Object Localization
2009. Conference on Computer Vision and Pattern Recognition, Miami, 2009. p. 778-785. DOI : 10.1109/CVPR.2009.5206633.Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems
2009. IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Miami, Florida, USA, June 20-25, 2009. p. 55-62.Joint Pose Estimator and Feature Learning for Object Detection
2009. IEEE International Conference on Computer Vision. p. 1373-1380. DOI : 10.1109/ICCV.2009.5459304.Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2009. Vol. 31, num. 3, p. 570-576. DOI : 10.1109/TPAMI.2008.236.Steerable Features for Statistical 3D Dendrite Detection
2009. Twelfth International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI’09), London, UK, September 20-24, 2009. p. 625-632. DOI : 10.1007/978-3-642-04271-3_76.Learning Rotational Features for Filament Detection
2009. International Conference on Computer Vision and Pattern Recognition. p. 1582-1589. DOI : 10.1109/CVPR.2009.5206511.Multiple Object Tracking using Flow Linear Programming
2009
Multiple Object Tracking using Flow Linear Programming
2009. 12th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (Winter-PETS 2009), Snowbird, Utah, DOI : 10.1109/PETS-WINTER.2009.5399488.Image Summaries using Database Saliency
2009. The 2nd ACM SIGGRAPH Conference and Exhibition in Asia (SIGGRAPH Asia), Yokohama, Japan, December 16-19, 2009. p. 43. DOI : 10.1145/1666778.1666821.Workflow Monitoring based on Multi-view Reconstruction
2009. ICCV Workshop on Video-Oriented Object and Event Classification, Kyoto, September 28, 2009.Template-Free Monocular Reconstruction of Deformable Surfaces
2009. International Conference on Computer Vision, Kyoto, September 27 – October 4, 2009.Virtual View Generation with a Hybrid Camera Array
2009
Specularities as an information source in the presence of texture
Lausanne, EPFL, 2009.Appearance-based Keypoint Clustering
2009. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, FL, USA, June 20-25, 2009. DOI : 10.1109/CVPR.2009.5206514.Learning and recovering 3D surface deformations
Lausanne, EPFL, 2009.Retrieving multiple light sources in the presence of specular reflections and texture
Computer Vision And Image Understanding. 2008. Vol. 111, p. 207-218. DOI : 10.1016/j.cviu.2007.11.002.Local deformation models for monocular 3D shape recovery
2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, Jun 23-28, 2008. p. 1213-1220. DOI : 10.1109/CVPR.2008.4587499.3D pose refinement from reflections
2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, Jun 23-28, 2008. p. 1205-1212. DOI : 10.1109/CVPR.2008.4587498.Keypoint Signatures for Fast Learning and Recognition
2008. European Conference on Computer Vision, Marseille, FRANCE, Oct 12-18, 2008. p. 58-71. DOI : 10.1007/978-3-540-88682-2_6.Pose Priors for Simultaneously Solving Alignment and Correspondence
2008. European Conference on Computer Vision, Marseille, France, Oct 12-18, 2008. p. 405-418. DOI : 10.1007/978-3-540-88688-4_30.Closed-Form Solution to Non-rigid 3D Surface Registration
2008. European Conference on Computer Vision, Marseille, FRANCE, Oct 12-18, 2008. p. 581-594. DOI : 10.1007/978-3-540-88693-8_43.Making Background Subtraction Robust to Sudden Illumination Changes
2008. European Conference on Computer Vision, Marseille, France, Oct 12-18, 2008. p. 567-580. DOI : 10.1007/978-3-540-88693-8_42.Multiple 3D Object Tracking for Augmented Reality
2008. International Symposium on Mixed and Augmented Reality.Automated Delineation of Dendritic Networks in Noisy Image Stacks
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IEEE Transactions on Pattern Analysis and Machine Intelligence. 2008. Vol. 30, num. 2, p. 267-282. DOI : 10.1109/TPAMI.2007.1174.Multi-Camera Tracking and Atypical Motion Detection with Behavioral Maps
2008. Proceedings of the 10th European Conference on Computer Vision, Marseille, October 12-18, 2008. p. 112–125. DOI : 10.1007/978-3-540-88690-7_9.Fast Non-Rigid Surface Detection, Registration and Realistic Augmentation
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2008. CVPR Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Anchorage, June 27-28, 2006.Linking Pose and Motion
2008. European Conference on Computer Vision, Marseille, October 12-18, 2008. p. 200–213. DOI : 10.1007/978-3-540-88693-8_15.Automated Delineation of Dendritic Networks in Noisy Image Stacks
2008. European Conference on Computer Vision, Marseille, October 13-16, 2008. p. 214-227. DOI : 10.1007/978-3-540-88693-8_16.Keypoint Signatures for Fast Learning and Recognition
2008. European Conference on Computer Vision, Marseilles, October 2008. p. 58-71. DOI : 10.1007/978-3-540-88682-2_6.On Benchmarking Camera Calibration and Multi-View Stereo for High Resolution Imagery
2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, June 24-26, 2008. DOI : 10.1109/CVPR.2008.4587706.IA Generative Model for True Orthorectification
2008. ISPRS Congress, Beijing, 2008. p. 303-308.General Constraints for Batch Multiple-Target Tracking Applied to Large-Scale Videomicroscopy
2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, June 2008. DOI : 10.1109/CVPR.2008.4587506.A Generative Model for True Orthorectification
2008. ISPRS Congress Beijing 2008, Beijing, 2008.Principled Detection-by-Classification from Multiple Views
2008. International Conference on Computer Vision Theory and Applications, Funchal, Madeira, January 22-25, 2008. p. 375-382.A fast local descriptor for dense matching
2008. Conference on Computer Vision and Pattern Recognition, Alaska, USA, June 24-26, 2008. DOI : 10.1109/CVPR.2008.4587673.Augmented reality for non-rigid surfaces
Lausanne, EPFL, 2008.Accurate non-iterative O(n) solution to the PnP problem
2007. 11th IEEE International Conference on Computer Vision, Rio de Janeiro, BRAZIL, Oct 14-21, 2007. p. 2252-2259. DOI : 10.1109/ICCV.2007.4409116.Surface Deformation Models for Non-Rigid 3–D Shape Recovery
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2007. Vol. 29, num. 8, p. 1481-1487. DOI : 10.1109/TPAMI.2007.1080.Implicit Meshes for Effective Silhouette Handling
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2007. International Conference on Computer Vision, 2007.Calibration automatique d’une caméra
2007.Retexturing in the Presence of Complex Illumination and Occlusions
2007. International Symposium on Mixed and Augmented Reality, Nara, Japan, November, 2007.Bridging the Gap between Detection and Tracking for 3D Monocular Video-Based Motion Capture
2007. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, June 17-22, 2007. p. 1-8. DOI : 10.1109/CVPR.2007.383297.Robust Multi-View Change Detection
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2007. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, June 18-23, 2007. DOI : 10.1109/CVPR.2007.383123.Spatio-temporal human pose detection
Lausanne, EPFL, 2007.Dendrite Tracking in Microscopic Images using Minimum Spanning Trees and Localized E-M
2006
Human body pose detection using Bayesian spatio-temporal templates
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2006
An all-in-one solution to geometric and photometric calibration
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2006. IEEE Conference on Computer Vision and Pattern Recognition, New York, June 17-22, 2006. p. 2394-2401. DOI : 10.1109/CVPR.2006.78.Robust People Tracking with Global Trajectory Optimization
2006. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, June 17-22, 2006. p. 744-750. DOI : 10.1109/CVPR.2006.258.Feature Harvesting for Tracking-by-Detection
2006. European Conference on Computer Vision, Graz, May 7-13, 2006. p. 592-605. DOI : 10.1007/11744078_46.Estimation and visualization of sagittal kinematics of lower limbs orientation using body-fixed sensors
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Lausanne, EPFL, 2006.Implicit Meshes for Surface Reconstruction
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2005. International Symposium on Mixed and Augmented Reality, Vienna, Austria, October 2005. p. 134-137. DOI : 10.1109/ISMAR.2005.18.Real-Time Non-Rigid Surface Detection
2005. Conference on Computer Vision and Pattern Recognition, San Diego, CA, June 2005. p. 822-828. DOI : 10.1109/CVPR.2005.293.Implicit Surfaces Make for Better Silhouettes
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2005. International Conference in Computer Vision. p. 403-410. DOI : 10.1109/ICCV.2005.193.Classifier-based Contour Tracking for Rigid and Deformable Objects
2005. British Machine Vision Conference. p. 56.1-56.10. DOI : 10.5244/C.19.56.Monocular 3–D Tracking of the Golf Swing
2005. Conference on Computer Vision and Pattern Recognition, San Diego, p. 932-939. DOI : 10.1109/CVPR.2005.229.Fast Texture-Based Tracking and Delineation Using Texture Entropy
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2005.Real-Time Non-Rigid Surface Detection
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2005. ICCV workshop on Modeling People and Human Interaction, Beijing, China,Hierarchical Implicit Surface Joint Limits for Human Body Tracking
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Foundations and Trends in Computer Graphics and Vision. 2005. Vol. 1, num. 1, p. 1-89. DOI : 10.1561/0600000001.Probabilistic modeling of texture transition for fast tracking and delineation
Lausanne, EPFL, 2005.Multiple Light Sources Recovery in the Presence of Specularities and Texture
2005
Pattern Recognition from One Example by Chopping
2005
Parameterizing Deformable Surfaces for Monocular 3–D Tracking
2005
Implicit meshes
Lausanne, EPFL, 2005.Acoustic Echo Cancellation for Human-Robot Communications
2004.Wide-baseline Stereo from Multiple Views: a Probabilistic Account
2004. IEEE Conference on Computer Vision and Pattern Recognition, Washington, June 27 – July 2, 2004. p. 552-559. DOI : 10.1109/CVPR.2004.1315080.Stable Real-Time AR Framework for Training and Planning in Industrial Environments
Virtual and Augmented Reality Applications in Manufacturing; Springer-Verlag, 2004. p. 129-145.Hierarchical Implicit Surface Joint Limits to Constrain Video-Based Motion Capture
2004. European Conference on Computer Vision, Prague, Czech Republic, p. 405–418. DOI : 10.1007/978-3-540-24671-8_32.Accurate Face Models from Uncalibrated and Ill-Lit Video Sequences
2004. Conference on Computer Vision and Pattern Recognition. DOI : 10.1109/CVPR.2004.1315278.Markov-based Silhouette Extraction for Three–Dimensional Body Tracking in Presence of Cluttered Background
2004. British Machine Vision Conference. p. 17.1-17.10. DOI : 10.5244/C.18.17.Combining Edge and Texture Information for Real-Time Accurate 3D Camera Tracking
2004. International Symposium on Mixed and Augmented Reality, Arlington, VA,A Stable Real-Time AR Framework for Training and Planning in Industrial Environments
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2004. 8th European Conference on Computer Vision, Prague, CZECH REPUBLIC, May 11-14, 2004. p. 92-106. DOI : 10.1007/978-3-540-24672-5_8.Human Motion Models for Characterization and Recognition
2004.Texture Boundary Detection for Real-Time Tracking
2004.Point Matching as a Classification Problem for Fast and Robust Object Pose Estimation
2004. Conference on Computer Vision and Pattern Recognition. DOI : 10.1109/CVPR.2004.1315170.3–D Motion Analysis and Synthesis from Inertial Gyroscopes and Image Data
2004.Stable Real-Time 3D Tracking Using Online and Offline Information
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2004. Vol. 26, num. 10, p. 1391-1391. DOI : 10.1109/TPAMI.2004.92.Style-based Motion Synthesis
Computer Graphics Forum. 2004. Vol. 23, num. 4, p. 799-812. DOI : 10.1111/j.1467-8659.2004.00809.x.Implicit Meshes Make for Better Silhouettes
2004
Randomized Trees for Real-Time Keypoint Recognition
2004
Monocular 3-D Tracking of the Golf Swing
2004
Fast Texture-Based Tracking and Delineation Using Texture Entropy
2004
Fixed Point Probability Field for Occlusion Handling
2004
Real-time non-rigid surface detection
2004
Towards Recognizing Feature Points using Classification Trees
2004
Implicit Meshes for Surface Reconstruction
2004
Mahalanobis Motion Generation
2004
Hierarchical Implicit Surface Joint Limits for Human Body Tracking
2004
Point Matching as a Classification Problem for Fast and Robust Object Pose Estimation
2004
Accurate Face Models from Uncalibrated and Ill-Lit Video Sequences
2004
3D Tracking for Gait Characterization and Recognition
2004
3D Human Body Tracking using Deterministic Temporal Motion Models
2004