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2024. 38th Annual Conference on Neural Information Processing Systems, Vancouver Convention Center, 2024-12-10 – 2024-12-15.No Identity, no problem: Motion through detection for people tracking
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Lausanne, EPFL, 2024.DiffAirfoil: An Efficient Novel Airfoil Sampler Based on Latent Space Diffusion Model for Aerodynamic Shape Optimization
2024. AIAA AVIATION Forum, Las Vegas, NV, USA, July 29–August 2, 2024.Aggregating Spatial and Photometric Context for Photometric Stereo
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2022. European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022. p. 576 – 592. DOI : 10.1007/978-3-031-20062-5_33.Learning to Align Sequential Actions in the Wild
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2022. European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022.What Makes for Automatic Reconstruction of Pulmonary Segments
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2019. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.What Face and Body Shapes Can Tell Us About Height
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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.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.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.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.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.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.Non-Linear Domain Adaptation with Boosting
2013. Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA, December 5-8, 2013.Semi-Automated Reconstruction of Curvilinear Structures in Noisy 2D images and 3D image stacks
2013
Tracking Multiple Players using a Single Camera
2013
KernelBoost: Supervised Learning of Image Features For Classification
2013
Learning Separable Filters with Shared Parts
2013.Flash Scanning Electron Microscopy
2013. 16th Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 2013.Learning Discriminative Features and Structured Models for Segmentation in Microscopy and Natural Images
Lausanne, EPFL, 2013.Automated Reconstruction of Curvilinear Networks from 2D and 3D Imagery
Lausanne, EPFL, 2013.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.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.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.Real time multi-object tracking using multiple cameras
2012.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.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.Learning Separable Filters
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.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.Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem
2012. International Conference on Swarm Intelligence, Brussels, Belgium, September, 2012.On the Relevance of Sparsity for Image Classification
2012
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.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.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.Transfer Learning by Sharing Support Vectors
2012
Laplacian Meshes for Monocular 3D Shape Recovery
2012. European Conference on Computer Vision, Florence, October 2012.Structured Image Segmentation using Kernelized Features
2012. European Conference on Computer Vision, Florence, Italy, October 2012.AUTOMATIC MAPPING FROM ULTRA-LIGHT UAV IMAGERY
2012. EuroCOW 2012, Barceloa, Spain, February 8-10, 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.2011.103.3-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.Pose estimation of landscape images using DEM and orthophotos
2012. Int. Conference on Computer Vision in Remote Sensing CVRS, Xiamen, China.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.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.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.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.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.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.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.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.Learning Image Descriptors with the Boosting-Trick
2012. NIPS, Lake Tahoe, CA, USA, 2012.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.Resolving Ambiguities in Monocular 3D Reconstruction of Deformable Surfaces
Lausanne, EPFL, 2012.Learning to Detect Objects with Minimal Supervision
Lausanne, EPFL, 2012.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.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.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.Spatiotemporal motion estimation for respiratory-correlated imaging of the lungs
Medical Physics. 2011. Vol. 38, p. 166 – 178. DOI : 10.1118/1.3523619.Filter Learning for Linear Structure Segmentation
2011
Simplified Building Models Extraction From Ultra-Light UAV Imagery
2011. UAV-g 2011 – Unmanned Aerial Vehicle in Geomatics, Zürich, CH, September 14-16, 2011.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.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.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.Learning Real-Time Perspective Patch Rectification
International Journal of Computer Vision. 2011. Vol. 91, num. 1, p. 107 – . DOI : 10.1007/s11263-010-0379-x.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.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.Multiple Object Tracking using K-Shortest Paths Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2011. Vol. 33, p. 1806 – . DOI : 10.1109/TPAMI.2011.21.Rotational Features Extraction for Ridge Detection
2011