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2025. 6 Northern Lights Deep Learning Conference, Tromso, Norway, 2025-01-07 – 2025-01-09.Improving Human Pose & Shape Estimation with Explicit and Implicit Priors
Lausanne, EPFL, 2025.MetaCap: Meta-learning Priors from Multi-view Imagery for Sparse-View Human Performance Capture and Rendering
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2025. 46th Annual Conference of the German Association for Pattern Recognition (DAGM GCPR 2024), Munich, Germany, 2024-09-10 – 2024-09-13. p. 37 – 52. DOI : 10.1007/978-3-031-85187-2_3.Weighting Pseudo-labels via High-Activation Feature Index Similarity and Object Detection for Semi-supervised Segmentation
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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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2024.CLOAF: CoLlisiOn-Aware Human Flow
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2024. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, 2024-06-16 – 2024-06-22. DOI : 10.1109/CVPR52733.2024.00989.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.Incorporating Projective Geometry into Deep Learning
Lausanne, EPFL, 2024.Generating Anatomically Accurate Heart Structures via Neural Implicit Fields
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2023. International Joint Conference on Neural Networks (IJCNN), Broadbeach, AUSTRALIA, Jun 18-23, 2023. DOI : 10.1109/IJCNN54540.2023.10191294.Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation
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2023. International Conference on Computer Vision (ICCV), Paris, October 3-5, 2023. DOI : 10.1109/ICCV51070.2023.01945.Training Provably Robust Models by Polyhedral Envelope Regularization
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2023. International Conference on Computer Vision (ICCV), Paris,Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions
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2023. Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Louisiana, USA, December 10-16, 2023. DOI : 10.48550/arXiv.2305.14100.Dense Image-based Predictions for Comics Analysis
Lausanne, EPFL, 2023.Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification
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2022. European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022.DIG: Draping Implicit Garment over the Human Body
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2020. 34th Conference on Neural Information Processing Systems, Virtual, December 6-12, 2020.Learning and leveraging shared domain semantics to counteract visual domain shifts
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2020. International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), Lima, Peru, 4-8 OCTOBER 2020.Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation
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2013. Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA, December 5-8, 2013.Automated Reconstruction of Curvilinear Networks from 2D and 3D Imagery
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IEEE Transactions on Medical Imaging. 2013. Vol. 32, num. 10, p. 1864 – . DOI : 10.1109/Tmi.2013.2267747.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.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.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.Keypoint Recognition using Random Forests and Random Ferns
Decision Forests for Computer Vision and Medical Image Analysis; Springer, 2013. p. 111 – 124.Tracklet-based Multi-Commodity Network Flow for Tracking Multiple People
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2013.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.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.Learning Discriminative Features and Structured Models for Segmentation in Microscopy and Natural Images
Lausanne, EPFL, 2013.Semi-Automated Reconstruction of Curvilinear Structures in Noisy 2D images and 3D image stacks
2013
Method and apparatus for multiple object tracking with k-shortest paths
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2013.Multi-camera face detection and recognition applied to people tracking
2013.KernelBoost: Supervised Learning of Image Features For Classification
2013
Tracking Multiple Players using a Single Camera
2013
Tubular Geodesics using Oriented Flux: An ITK Implementation
Insight Journal. 2013.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.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.Learning Separable Filters
2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 25-27, 2013. p. 2754 – 2761. DOI : 10.1109/Cvpr.2013.355.Learning Separable Filters with Shared Parts
2013.Boosting Binary Keypoint Descriptors
2013. Computer Vision and Pattern Recognition (CVPR), Portland, USA, p. 2874 – 2881. DOI : 10.1109/Cvpr.2013.370.Flash Scanning Electron Microscopy
2013. 16th Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 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.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.Facial Descriptors for Identity-Preserving Multiple People Tracking
2013
Detection of Aircrafts on a Collision Course using Spatio-Temporal HOG
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.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.AUTOMATIC MAPPING FROM ULTRA-LIGHT UAV IMAGERY
2012. EuroCOW 2012, Barceloa, Spain, February 8-10, 2012.Learning Separable Filters
2012
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.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.Learning to Detect Objects with Minimal Supervision
Lausanne, EPFL, 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.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.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.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.Pose estimation of landscape images using DEM and orthophotos
2012. Int. Conference on Computer Vision in Remote Sensing CVRS, Xiamen, China.Transfer Learning by Sharing Support Vectors
2012
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.Real time multi-object tracking using multiple cameras
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.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.Structured Image Segmentation using Kernelized Features
2012. European Conference on Computer Vision, Florence, Italy, October 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.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.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.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 Image Descriptors with the Boosting-Trick
2012. NIPS, Lake Tahoe, CA, USA, 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_70.3-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.Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem
2012. International Conference on Swarm Intelligence, Brussels, Belgium, September, 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.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.Laplacian Meshes for Monocular 3D Shape Recovery
2012. European Conference on Computer Vision, Florence, October 2012.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.Resolving Ambiguities in Monocular 3D Reconstruction of Deformable Surfaces
Lausanne, EPFL, 2012.On the Relevance of Sparsity for Image Classification
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.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.PHOTOGRAMMETRIC PERFORMANCE OF AN ULTRA LIGHT WEIGHT SWINGLET UAV
2011. UAV-g, Zürich, September 14-16, 2011.Rotational Features Extraction for Ridge Detection
2011