Geometry-Aware Deep Recurrent Neural Networks for Hyperspectral Image Classification
IEEE Transactions On Geoscience And Remote Sensing. 2021-03-01. Vol. 59, num. 3, p. 2448-2460. DOI : 10.1109/TGRS.2020.3005623.Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching
IEEE Transactions On Pattern Analysis And Machine Intelligence (PAMI). 2021-02-01. Vol. 43, num. 2, p. 745-752. DOI : 10.1109/TPAMI.2019.2934052.Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval
IEEE Transactions On Image Processing. 2021-01-01. Vol. 30, p. 2989-3004. DOI : 10.1109/TIP.2020.3048680.Motion Prediction Using Temporal Inception Module
2020-12-30. Asian Conference on Computer Vision (ACCV), Kyoto, Japan, December, 2020. p. 651-665. DOI : 10.1007/978-3-030-69532-3_39.A convolutional neural network segments yeast microscopy images with high accuracy
Nature Communications. 2020-11-12. Vol. 11, num. 1, p. 5723. DOI : 10.1038/s41467-020-19557-4.Learning How to Smile: Expression Video Generation With Conditional Adversarial Recurrent Nets
IEEE Transactions On Multimedia. 2020-11-01. Vol. 22, num. 11, p. 2808-2819. DOI : 10.1109/TMM.2019.2963621.Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals
2020-09-01. Conference on Computer Vision and Pattern Recognition (CVPR).Volumetric Transformer Networks
2020-08-23. European Conference on Computer Vision (ECCV 2020), Virtual Conference, August 23-28, 2020.TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation
2020-08-23. European Conference on Computer Vision (ECCV), [Online event], August 23-28, 2020.Estimating People Flows to Better Count Them in Crowded Scenes
2020-08-23. European Conference on Computer Vision (ECCV), [Online event], August 23-28, 2020. p. 723-740. DOI : 10.1007/978-3-030-58555-6_43.GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss
IEEE Transactions On Pattern Analysis And Machine Intelligence (PAMI). 2020-07-14. DOI : 10.1109/TPAMI.2020.3010886.XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
Acm Transactions On Graphics (TOG). 2020-07-01. Vol. 39, num. 4, p. 82. DOI : 10.1145/3386569.3392410.Single-Stage 6D Object Pose Estimation
2020-06-16. Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, June 16 – 18, 2020. p. 2927-2936. DOI : 10.1109/CVPR42600.2020.00300.Shape Reconstruction by Learning Differentiable Surface Representations
2020-06-14. 2020 CVPR – Computer Vision and Pattern Recognition, Seattle, USA, June 14-16, 2020. p. 4715-4724. DOI : 10.1109/CVPR42600.2020.00477.DISK: learning local features with policy gradient
2020-06-01. Neural Information Processing Systems, Vancouver, Canada (online), December 6-12, 2020.MeshSDF: Differentiable Iso-Surface Extraction
2020-06-01. Conference on Neural Information Processing Systems (NeurIPS 2020), [Virtual event], December, 2020.ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture
2020-06. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, June 14-19, 2020. p. 100-109. DOI : 10.1109/CVPR42600.2020.00018.Joint Segmentation and Path Classification of Curvilinear Structures
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2020-06-01. Vol. 42, num. 6, p. 1515-1521. DOI : 10.1109/TPAMI.2019.2921327.Real-time camera pose estimation for sports fields
Machine Vision and Applications (MVA). 2020-03-25. Vol. 31, num. 3. DOI : 10.1007/s00138-020-01064-7.Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures
Medical Image Analysis. 2020-02-01. Vol. 60, p. 101590. DOI : 10.1016/j.media.2019.101590.A Stochastic Conditioning Scheme for Diverse Human Motion Prediction
2020-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, Jun 14-19, 2020. p. 5222-5231. DOI : 10.1109/CVPR42600.2020.00527.DUNIT: Detection-based Unsupervised Image-to-Image Translation
2020-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, Jun 14-19, 2020. p. 4786-4795. DOI : 10.1109/CVPR42600.2020.00484.Local Non-Rigid Structure-from-Motion from Diffeomorphic Mappings
2020-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, Jun 14-19, 2020. p. 2056-2064. DOI : 10.1109/CVPR42600.2020.00213.UCLID-Net: Single View Reconstruction in Object Space
2020. 34th Conference on Neural Information Processing Systems, Virtual, December 6-12, 2020.Towards Reliable Evaluation of Algorithms for Road Network Reconstruction from Aerial Images
2020. The 16th European Conference on Computer Vision (ECCV 2020), [Virtual conference], August 23-28, 2020.STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks for Predictive Scene Parsing
Ieee Transactions On Image Processing. 2020-01-01. Vol. 29, p. 5420-5430. DOI : 10.1109/TIP.2020.2983567.Multi-Modal Recurrent Attention Networks for Facial Expression Recognition
Ieee Transactions On Image Processing. 2020-01-01. Vol. 29, p. 6977-6991. DOI : 10.1109/TIP.2020.2996086.Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
2020. 23rd International Conference On Medical Image Computing & Computer Assisted Intervention, Lima, Peru, 4-8 OCTOBER 2020.Learning and leveraging shared domain semantics to counteract visual domain shifts
Lausanne, EPFL, 2020.Local Non-Rigid Structure-from-Motion from Locally Diffeomorphic Mappings
2020. Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 16-18, 2020.Evaluating the search phase of neural architecture search
2020. ICRL 2020 Eighth International Conference on Learning Representations, Millennium Hall, Addis Ababa, ETHIOPIA, April 26-30, 2020.Domain-Adaptive Multibranch Networks
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
2019-11-08. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, China, November 4-8, 2019. p. 244-249. DOI : 10.1109/IROS40897.2019.8967852.Learning to Find Unpaired Cross-Spectral Correspondences
Ieee Transactions On Image Processing. 2019-11-01. Vol. 28, num. 11, p. 5394-5406. DOI : 10.1109/TIP.2019.2917864.Detecting the Unexpected via Image Resynthesis
2019-10-27. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 2152-2161. DOI : 10.1109/ICCV.2019.00224.Recurrent U-Net for Resource-Constrained Segmentation
2019-10-27. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 2142-2151. DOI : 10.1109/ICCV.2019.00223.Probabilistic Atlases to Enforce Topological Constraints
2019-10-10. 22rd International Conference On Medical Image Computing & Computer Assisted Intervention, Shenzhen, China, 2019-10-13. DOI : 10.1007/978-3-030-32239-7_25.Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images
IEEE Transactions on Medical Imaging. 2019-10-04. DOI : 10.1109/TMI.2019.2946462.DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila
eLife. 2019-10-04. Vol. 8. DOI : 10.7554/eLife.48571.Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing
Sensors. 2019-10-01. Vol. 19, num. 19, p. 4323. DOI : 10.3390/s19194323.A new method to determine multi-angular reflectance factor from lightweight multispectral cameras with sky sensor in a target-less workflow applicable to UAV
Remote Sensing Of Environment. 2019-08-01. Vol. 229, p. 60-68. DOI : 10.1016/j.rse.2019.04.007.Eliminating Exposure Bias and Metric Mismatch in Multiple Object Tracking
2019-06-23. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),, Long Beach, CA, Jun 16-20, 2019. p. 4634-4643. DOI : 10.1109/CVPR.2019.00477.Aerodynamic shape optimization via surrogate modelling with convolutional neural networks
2019-06-21.Geometric Deep Learning for Volumetric Computational Fluid Dynamics
2019-06-21.Neural Scene Decomposition for Multi-Person Motion Capture
2019-06-20. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, Jun 16-20, 2019. p. 7695-7705. DOI : 10.1109/CVPR.2019.00789.Context-Aware Crowd Counting
2019-06-20. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, USA, June 16-20, 2019. p. 5094-5103. DOI : 10.1109/CVPR.2019.00524.Segmentation-driven 6D Object Pose Estimation
2019-06-16. Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, California, USA, June 16-20, 2019. p. 3380-3389. DOI : 10.1109/CVPR.2019.00350.Mo(2)Cap(2): Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera
IEEE Transactions On Visualization And Computer Graphics. 2019-05-01. Vol. 25, num. 5, p. 2093-2101. DOI : 10.1109/TVCG.2019.2898650.Geometry in active learning for binary and multi-class image segmentation
Computer Vision And Image Understanding (CVIU). 2019-05-01. Vol. 182, p. 1-16. DOI : 10.1016/j.cviu.2019.01.007.A Performance Evaluation of Local Features for Image-Based 3D Reconstruction
IEEE Transactions on Image Processing. 2019-04-11. DOI : 10.1109/TIP.2019.2909640.Memory Efficient Max Flow for Multi-Label Submodular MRFs
IEEE Transactions On Pattern Analysis And Machine Intelligence (PAMI). 2019-04-01. Vol. 41, num. 4, p. 886-900. DOI : 10.1109/TPAMI.2018.2819675.The Sixth Visual Object Tracking VOT2018 Challenge Results
2019-01-01. 15th European Conference on Computer Vision (ECCV), Munich, GERMANY, Sep 08-14, 2018. p. 3-53. DOI : 10.1007/978-3-030-11009-3_1.What Face and Body Shapes Can Tell Us About Height
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 1819-1827. DOI : 10.1109/ICCVW.2019.00226.Double Refinement Network for Efficient Monocular Depth Estimation
2019-01-01. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, PEOPLES R CHINA, Nov 04-08, 2019. p. 5889-5894. DOI : 10.1109/IROS40897.2019.8968227.Beyond Cartesian Representations for Local Descriptors
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 253-262. DOI : 10.1109/ICCV.2019.00034.Joint Learning of Semantic Alignment and Object Landmark Detection
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 7293-7302. DOI : 10.1109/ICCV.2019.00739.Learning Trajectory Dependencies for Human Motion Prediction
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 9488-9496. DOI : 10.1109/ICCV.2019.00958.Gravity as a Reference for Estimating a Person’s Height from Video
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 8568-8576. DOI : 10.1109/ICCV.2019.00866.Context-Aware Emotion Recognition Networks
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 10142-10151. DOI : 10.1109/ICCV.2019.01024.GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping
2019-01-01. IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, SOUTH KOREA, Oct 27-Nov 02, 2019. p. 8738-8747. DOI : 10.1109/ICCV.2019.00883.Semantic Attribute Matching Networks
2019-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, Jun 16-20, 2019. p. 12331-12340. DOI : 10.1109/CVPR.2019.01262.LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation
2019-01-01. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, Jun 16-20, 2019. p. 205-214. DOI : 10.1109/CVPR.2019.00029.Backpropagation-Friendly Eigendecomposition
2019-01-01. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.Quadruplet Selection Methods For Deep Embedding Learning
2019-01-01. 26th IEEE International Conference on Image Processing (ICIP), Taipei, TAIWAN, Sep 22-25, 2019. p. 3452-3456. DOI : 10.1109/ICIP.2019.8803401.Shape optimisation of technical devices via gradient descent using convolutional neural network proxies
US2021157962; EP3679495; CN111295657; WO2019048085.
2019.Dual Generator Generative Adversarial Networks for Multi-domain Image-to-Image Translation
2019-01-01. 14th Asian Conference on Computer Vision (ACCV), Perth, AUSTRALIA, December 02-06, 2018. p. 3-21. DOI : 10.1007/978-3-030-20887-5_1.VIENA(2): A Driving Anticipation Dataset
2019-01-01. 14th Asian Conference on Computer Vision (ACCV), Perth, AUSTRALIA, Dec 02-06, 2018. p. 449-466. DOI : 10.1007/978-3-030-20887-5_28.Full-Gradient Representation for Neural Network Visualization
2019. 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.Attribute-Guided Sketch Generation
2019-01-01. 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Lille, FRANCE, May 14-18, 2019. p. 192-198. DOI : 10.1109/FG.2019.8756586.Temporal Spiking Recurrent Neural Network for Action Recognition
IEEE Access. 2019-01-01. Vol. 7, p. 117165-117175. DOI : 10.1109/ACCESS.2019.2936604.Overcoming Multi-model Forgetting
2019. ICML 2019 – 36th International Conference on Machine Learning, Long Beach, California, USA, June 09-15, 2019. p. 594-603.Deep Micro-Dictionary Learning and Coding Network
2019-01-01. 19th IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Village, HI, Jan 07-11, 2019. p. 386-395. DOI : 10.1109/WACV.2019.00047.Efficient Relaxations for Dense CRFs with Sparse Higher-Order Potentials
Siam Journal On Imaging Sciences. 2019-01-01. Vol. 12, num. 1, p. 287-318. DOI : 10.1137/18M1178104.Learning Approach to Delineation of Curvilinear Structures in 2D and 3D Images
Lausanne, EPFL, 2019.Training Algorithms for Multiple Object Tracking
Lausanne, EPFL, 2019.Learning to Reduce Annotation Load
Lausanne, EPFL, 2019.Modeling Facial Geometry using Compositional VAEs
2018-06-18. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018.Real-Time Seamless Single Shot 6D Object Pose Prediction
2018-06-18. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018.Learning to Reconstruct Texture-less Deformable Surfaces from a Single View
2018-03-23. International Conference on 3D Vision, Verona, Italy, September 5-8, 2018.Learning Latent Representations of 3D Human Pose with Deep Neural Networks
International Journal of Computer Vision. 2018-01-31. Vol. 126, num. 12, p. 1326-1341. DOI : 10.1007/s11263-018-1066-6.Method, system, and device for learned invariant feature transform for computer images
US10552709; US2018096224.
2018.3D Box Proposals from a Single Monocular Image of an Indoor Scene
2018-01-01. 32nd AAAI Conference on Artificial Intelligence / 30th Innovative Applications of Artificial Intelligence Conference / 8th AAAI Symposium on Educational Advances in Artificial Intelligence, New Orleans, LA, Feb 02-07, 2018. p. 7639-7647.Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs
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
2018. Color and Imaging Conference (CIC26), Vancouver, Canada, November 12-16, 2018. p. 1-6(6). DOI : 10.2352.Every Smile is Unique: Landmark-Guided Diverse Smile Generation
2018-01-01. 31st IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 7083-7092. DOI : 10.1109/CVPR.2018.00740.Learning to Find Good Correspondences
2018-01-01. Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 2666-2674. DOI : 10.1109/CVPR.2018.00282.Learning Monocular 3D Human Pose Estimation from Multi-view Images
2018-01-01. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 8437-8446. DOI : 10.1109/CVPR.2018.00880.Geometry-aware Deep Network for Single-Image Novel View Synthesis
2018-01-01. 31st IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 4616-4624. DOI : 10.1109/CVPR.2018.00485.Learning Intelligent Dialogs for Bounding Box Annotation
2018-01-01. 31st IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 9175-9184. DOI : 10.1109/CVPR.2018.00956.Real-Time Seamless Single Shot 6D Object Pose Prediction
2018-01-01. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 292-301. DOI : 10.1109/CVPR.2018.00038.Modeling Facial Geometry using Compositional VAEs
2018-01-01. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 3877-3886. DOI : 10.1109/CVPR.2018.00408.LF-Net: Learning Local Features from Images
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
2018-01-01. 6th International Conference on 3D Vision (3DV), Verona, ITALY, Sep 05-08, 2018. p. 606-615. DOI : 10.1109/3DV.2018.00075.The effects of aging on neuropil structure in mouse somatosensory cortex-A 3D electron microscopy analysis of layer 1
PLOS ONE. 2018. Vol. 13, num. 7. DOI : 10.1371/journal.pone.0198131.Robust 3D Object Tracking from Monocular Images Using Stable Parts
Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2018. Vol. 40, num. 6, p. 1465-1479. DOI : 10.1109/TPAMI.2017.2708711.MonoPerfCap: Human Performance Capture From Monocular Video
ACM TRANSACTIONS ON GRAPHICS. 2018. Vol. 37, num. 2. DOI : 10.1145/3181973.Incorporating Network Built-in Priors in Weakly-Supervised Semantic Segmentation
Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2018. Vol. 40, num. 6, p. 1382-1396. DOI : 10.1109/TPAMI.2017.2713785.Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods
Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2018. Vol. 40, num. 1, p. 48-62. DOI : 10.1109/TPAMI.2017.2655048.A versatile calibration procedure for portable coded aperture gamma cameras and RGB-D sensors
NUCLEAR INSTRUMENTS AND METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT. 2018. Vol. 886, p. 125-133. DOI : 10.1016/j.nima.2017.12.065.Learning Robust Features and Latent Representations for Single View 3D Pose Estimation of Humans and Objects
Lausanne, EPFL, 2018.Learning to Segment 3D Linear Structures Using Only 2D Annotations
2018-01-01. MICCAI, Granada, Spain, September 16-20, 2018. p. 283-291. DOI : 10.1007/978-3-030-00934-2_32.Statistically-Motivated Second-order Pooling
2018. European Conference on Computer Vision (ECCV), Munich, Germany, September 8-14, 2018.Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses
2018. European Conference on Computer Vision, Munich, Germany, September 8-14, 2018.Unsupervised Geometry-Aware Representation Learning for 3D Human Pose Estimation
2018. European Conference on Computer Vision (ECCV).Variational Methods for Human Modeling
Lausanne, EPFL, 2018.Mean-Field methods for Structured Deep-Learning in Computer Vision
Lausanne, EPFL, 2018.Geodesic Convolutional Shape Optimization
2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018.Beyond the Pixel-Wise Loss for Topology-Aware Delineation
2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018. p. 3136-3145. DOI : 10.1109/CVPR.2018.00331.A Domain-Adaptive Two-Stream U-Net for Electron Microscopy Image Segmentation
2018. International Symposium of Biomedical Imaging (ISBI), Washington DC, USA, April 4-7, 2018. p. 400-404. DOI : 10.1109/ISBI.2018.8363602.Learning Intelligent Dialogs for Bounding Box Annotation
2018. Conference on Computer Vision and Pattern Recognition (CVPR).Learning Monocular 3D Human Pose Estimation from Multi-view Images
2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA,Residual Parameter Transfer for Deep Domain Adaptation
2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018. p. 4339-4348. DOI : 10.1109/CVPR.2018.00456.Learning to Find Good Correspondences
2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018. p. 2666-2674. DOI : 10.1109/CVPR.2018.00282.Beyond Sharing Weights for Deep Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018. Vol. 41, num. 4, p. 801-814. DOI : 10.1109/TPAMI.2018.2814042.Imposing Hard Constraints on Deep Networks: Promises and Limitations
2017. CVPR Workshop on Negative Results in Computer Vision, Hawaii, HI, 2017.Learning Active Learning from Data
2017. Conference on Neural Information Processing Systems (NIPS).Efficient Linear Programming for Dense CRFs
2017. Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, July, 2018. p. 2934-2942. DOI : 10.1109/Cvpr.2017.313.Efficient Model-free Anthropometry from Depth Data
2017. International Conference on 3D Vision (3DV).Deep Subspace Clustering Networks
2017. Neural Information Processing Systems (NIPS).Compression-aware Training of Deep Networks
2017. Neural Information Processing Systems (NIPS).Computer assisted detection of axonal bouton structural plasticity in in vivo time-lapse images
Elife. 2017. Vol. 6, p. e29315. DOI : 10.7554/eLife.29315.Method, System and Device for Direct Prediction of 3D Body Poses from Motion Compensated Sequence
US2017316578.
2017.Geometric Graph Matching Using Monte Carlo Tree Search
Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2017. Vol. 39, num. 11, p. 2171-2185. DOI : 10.1109/Tpami.2016.2636200.Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery
2017. International Conference on Medical Image Computing and Computer-Assisted Intervention (MCCAI), Quebec, Canada,Tilt-less 3-D electron imaging and reconstruction of complex curvilinear structures
Scientific Reports. 2017. Vol. 7, p. 10630. DOI : 10.1038/s41598-017-07537-6.Stereo-vision three-dimensional reconstruction of curvilinear structures imaged with a TEM
Ultramicroscopy. 2017. Vol. 184A, p. 116-124. DOI : 10.1016/j.ultramic.2017.08.010.Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation
2017. International Conference on Computer Vision (ICCV).Encouraging LSTMs to Anticipate Actions Very Early
2017. International Conference on Computer Vision (ICCV).Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation
2017. International Conference on Computer Vision (ICCV).Three-dimensional electron imaging and reconstruction of dislocations from a single acquisition
2017. Microscopy Conference, Lausanne, Switzerland,Computer Vision Techniques Applied to the Reconstruction of the 3-D Structure of Dislocations
2017. Microscopy & Microanalysis, St Louis, MO, USA, 2017. p. 102-103. DOI : 10.1017/S1431927617001192.Active Learning and Proofreading for Delineation of Curvilinear Structures
2017. MICCAI, Quebec City, Canada, September 10-14, 2017.Learning Lightprobes for Mixed Reality Illumination
2017. International Symposium on Mixed and Augmented Reality (ISMAR), Nantes, France, October 9–13, 2017.Multi-Modal Mean-Fields via Cardinality-Based Clamping
2017. Conference on Computer Vision and Pattern Recognition (CVPR 2017), Honolulu, Hawaii, USA, July 21-26, 2017. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.Joint Dimensionality Reduction and Metric Learning: A Geometric Take
2017. International Conference on Machine Learning (ICML).Vision-based detection of aircrafts and UAVs
Lausanne, EPFL, 2017.Indoor Scene Parsing with Instance Segmentation, Semantic Labeling and Support Relationship Inference
2017. Conference on Computer Vision and Pattern Recognition. p. 6269-6275. DOI : 10.1109/Cvpr.2017.664.Efficient Linear Programming for Dense CRFs
2017. Conference on Computer Vision and Pattern Recognition.Boundary-aware Instance Segmentation
2017. Conference on Computer Vision and Pattern Recognition (CVPR). p. 587-595. DOI : 10.1109/Cvpr.2017.70.Flight Dynamics-based Recovery of a UAV Trajectory using Ground Cameras
2017. Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, July, 2017. p. 2482-2491. DOI : 10.1109/Cvpr.2017.266.Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency
Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2017. Vol. 40, num. 3, p. 755-761. DOI : 10.1109/TPAMI.2017.2680444.Network Flow Integer Programming to Track Elliptical Cells in Time-Lapse Sequences
Transactions on Medical Imaging (TMI). 2017. Vol. 36, num. 4, p. 942-951. DOI : 10.1109/Tmi.2016.2640859.Detecting Flying Objects using a Single Moving Camera
Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2017. Vol. 39, p. 879-892. DOI : 10.1109/TPAMI.2016.2564408.Three-dimensional electron imaging of dislocations from a single sample tilt
2016. The 16th European Microscopy Congress 2016, Lyon, France, 28 August – 2 September, 2016. DOI : 10.1002/9783527808465.Systems and methods for computing and displaying navigation indicators based on historic and real-time vessel data
US2018031376; WO2016128069.
2016.Distribution-Matching Embedding for Visual Domain Adaptation
Journal Of Machine Learning Research. 2016. Vol. 17, p. 108.Do We Need Binary Features for 3D Reconstruction?
2016. Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, NV, June, 2016. DOI : 10.1109/Cvprw.2016.144.Measuring the accuracy of softball impact simulations
Sports Engineering. 2016. Vol. 19, num. 4, p. 265-272. DOI : 10.1007/s12283-016-0210-1.Segmentation of Developing Human Embryo in Time-lapse Microscopy
2016. International Symposium on Biomedical Imaging (ISBI).Multiscale Centerline Extraction Based on Regression and Projection onto the Set of Elongated Structures
Lausanne, EPFL, 2016.Robust 3D Object Pose Estimation and Tracking from Monocular Images in Industrial Environments
Lausanne, EPFL, 2016.Learning the Number of Neurons in Deep Networks
2016. Conference on Neural Information Processing Systems (NIPS), Barcelona, Spain,Simultaneous segmentation and anatomical labeling of the cerebral vasculature
Medical Image Analysis. 2016. Vol. 32, p. 201-215. DOI : 10.1016/j.media.2016.03.006.Exploiting Large Image Sets for Road Scene Parsing
IEEE Transactions on Intelligent Transportation Systems. 2016. Vol. 17, num. 9, p. 2456-2465. DOI : 10.1109/Tits.2016.2522506.Efficient Transductive Semantic Segmentation
2016. Winter Conference on Applications of Computer Vision (WACV).LIFT: Learned Invariant Feature Transform
2016. European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 8-16, 2016. p. 467-483. DOI : 10.1007/978-3-319-46466-4_28.Vision-Based Unmanned Aerial Vehicle Detection and Tracking for Sense and Avoid Systems
2016. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Daejeon, Korea, October 9-14, 2016. p. 1556-1561. DOI : 10.1109/IROS.2016.7759252.Scalable Unsupervised Domain Adaptation for Electron Microscopy
2016. MICCAI 2016, Athens, Greece, October 17-21, 2016.Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation
2016. European Conference on Computer Vision (ECCV), Amsterdam, p. 413-432. DOI : 10.1007/978-3-319-46484-8_25.Template-free 3D Reconstruction of Poorly-textured Nonrigid Surfaces
2016. European Conference on Computer Vision (ECCV), Amsterdam, p. 648-663. DOI : 10.1007/978-3-319-46478-7_40.Building Scene Models by Completing and Hallucinating Depth and Semantics
2016. European Conference on Computer Vision (ECCV), Amsterdam, p. 258-274. DOI : 10.1007/978-3-319-46466-4_16.Structured Prediction of 3D Human Pose with Deep Neural Networks
2016. British Machine Vision Conference (BMVC), York, UK, September 19-22, 2016.Parsing human skeletons in an operating room
Machine Vision and Applications. 2016. Vol. 27, num. 7, p. 1035-1046. DOI : 10.1007/s00138-016-0792-4.Towards Scalable Segmentation of 3D Image Stacks
Lausanne, EPFL, 2016.Analyzing Volleyball Match Data from the 2014 World Championships Using Machine Learning Techniques
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
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ,Robust Multi-body Feature Tracker: A Segmentation-free Approach
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ,When VLAD met Hilbert
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ,Learning to Co-Generate Object Proposals with a Deep Structured Network
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ,Learning to Assign Orientations to Feature Points
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
2016. Computer Vision and Pattern Recognition, Las Vegas, Nevada, USA, June 27-30, 2016.Active Learning for Delineation of Curvilinear Structures
2016. Conference on Computer Vision and Pattern Recognition, Las Vegas, Nevada, USA, 2016.Direct Prediction of 3D Body Poses from Motion Compensated Sequences
2016. Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, June 26-July 1, 2016.What Players do with the Ball: A Physically Constrained Interaction Modeling
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Jun 26 – Jul 1 2016.Template-based Monocular 3-D Shape Reconstruction And Tracking Using Laplacian Meshes
Lausanne, EPFL, 2016.Automated Reconstruction of Evolving Curvilinear Tree Structures
Lausanne, EPFL, 2016.Traffic Pattern Analysis and Anomaly Detection via Probabilistic Inference Model
Theory and Applications of Smart Cameras; Springer Netherlands, 2016. p. 215-240.Globally Optimal Cell Tracking using Integer Programming
2016
Principled Parallel Mean-Field Inference for Discrete Random Fields
2016. Computer Vision and Pattern Recognition (CVPR), Las Vegas,Computer vision profiling of neurite outgrowth dynamics reveals spatio-temporal modularity of Rho GTPase signaling
Journal of Cell Biology. 2016. Vol. 212, num. 1, p. 91-111. DOI : 10.1083/jcb.201506018.Tracking Interacting Objects Using Intertwined Flows
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. Vol. 38, num. 11, p. 2312–2326. DOI : 10.1109/Tpami.2015.2513406.Multiscale Centerline Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. Vol. 38, num. 7, p. 1327–1341. DOI : 10.1109/Tpami.2015.2462363.Reconstructing Curvilinear Networks using Path Classifiers and Integer Programming
IEEE Transactions On Pattern Analysis And Machine Intelligence (PAMI). 2016. Vol. 38, num. 12, p. 2515–2530. DOI : 10.1109/Tpami.2016.2519025.Template-based Monocular 3D Shape Recovery using Laplacian Meshes
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. Vol. 38, num. 1, p. 172-187. DOI : 10.1109/Tpami.2015.2435739.Systems and methods for tracking interacting objects
US9794525; US2015281655.
2015.Special Section: Pose & Gesture
Computer Vision And Image Understanding. 2015. Vol. 141, p. 94-94. DOI : 10.1016/j.cviu.2015.10.011.Authoring and Living Next-Generation Location-Based Experiences
2015. IEEE Virtual Reality, 2015.Category Attentional Search for Fast Object Detection by Mimicking Human Visual Perception
2015. 2015 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 5-9 Jan. 2015. p. 829-836. DOI : 10.1109/WACV.2015.115.Kullback-Leibler Proximal Variational Inference
2015. Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, December 9, 2015.Progressive Geometric Algorithms
Journal Of Computational Geometry. 2015. Vol. 6, num. 2, p. 72-92.Discriminative Learning of Deep Convolutional Feature Point Descriptors
2015. International Conference on Computer Vision, Santiago, Chile, December 13-16, 2015.Introducing Geometry in Active Learning for Image Segmentation
2015. international conference in Computer Vision, Santiago, Chile, December 13-16, 2015.A Novel Representation of Parts for Accurate 3D Object Detection and Tracking in Monocular Images
2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 13-16, 2015.Delayed and Temporally Imprecise Neurotransmission in Reorganizing Cortical Microcircuits
Journal Of Neuroscience. 2015. Vol. 35, num. 24, p. 9024-9037. DOI : 10.1523/Jneurosci.4583-14.2015.Projection onto the Manifold of Elongated Structures for Accurate Extraction
2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 11-18, 2015.Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture
2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 13-16, 2015.Localizing Polygonal Objects in Man-Made Environments
Lausanne, EPFL, 2015.Live Texturing of Augmented Reality Characters from Colored Drawings
IEEE Transactions on Visualization and Computer Graphics. 2015. Vol. 22, num. 11, p. 1201-1210. DOI : 10.1109/Tvcg.2015.2459871.Visual Tracking in Complex Scenes Through Pixel-Wise Tri-Modeling
Machine Vision and Applications. 2015. Vol. 26, p. 205-217. DOI : 10.1007/s00138-015-0658-1.Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion
Image and Vision Computing. 2015. Vol. 39, p. 23-37. DOI : 10.1016/j.imavis.2015.04.007.Tracking Interacting Objects in Image Sequences
Lausanne, EPFL, 2015.LOD Generation for Urban Scenes
ACM Transactions on Graphics. 2015. Vol. 34, num. 3, p. 30. DOI : 10.1145/2732527.TILDE: A Temporally Invariant Learned DEtector
2015. Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA,Modeling Brain Circuitry over a Wide Range of Scales
Frontiers in Neuroanatomy. 2015. DOI : 10.3389/fnana.7015.00042.Flying Objects Detection from a Single Moving Camera
2015. Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, June 7-12, 2015. p. 4128-4136. DOI : 10.1109/CVPR.2015.7299040.Probability Occupancy Maps for Occluded Depth Images
2015. Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, June 7-12, 2015.Development of a Localization System Based on VLC Technique for an Indoor Environment
Journal Of Electrical Engineering & Technology. 2015. Vol. 10, num. 1, p. 436-442. DOI : 10.5370/Jeet.2015.10.1.436.Detecting and Tracking Cells using Network Flow Programming
2015
On Rendering Synthetic Images for Training an Object Detector
Computer Vision and Image Understanding. 2015. Vol. 137, p. 24-37. DOI : 10.1016/j.cviu.2014.12.006.Learning Structured Models for Segmentation of 2D and 3D Imagery
IEEE Transactions on Medical Imaging. 2015. Vol. 34, num. 5, p. 1096-1110. DOI : 10.1109/TMI.2014.2376274.Domain Adaptation for Microscopy Imaging
IEEE Transactions on Medical Imaging. 2015. Vol. 34, num. 5, p. 1125-1139. DOI : 10.1109/Tmi.2014.2376872.NeuroMorph: A Toolset for the Morphometric Analysis and Visualization of 3D Models Derived from Electron Microscopy Image Stacks
Neuroinformatics. 2015. Vol. 13, num. 1, p. 83-92. DOI : 10.1007/s12021-014-9242-5.Learning Separable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015. Vol. 37, num. 1, p. 94-106. DOI : 10.1109/Tpami.2014.2343229.Non-Rigid Graph Registration using Active Testing Search
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015. Vol. 37, num. 3, p. 625-638. DOI : 10.1109/TPAMI.2014.2343235.Learning Image Descriptors with Boosting
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015. Vol. 37, num. 3. DOI : 10.1109/TPAMI.2014.2343961.Efficient scanning for em based target localization
WO2014001157; US8588509.
2014.Scale preserving PTZ tracking with size estimation using tilt sensory data
2014. 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Seoul, Korea, August 26-29, 2014.Two-stage online inference model for traffic pattern analysis and anomaly detection
Machine Vision and Applications. 2014. Vol. 25, num. 6, p. 1501-1517. DOI : 10.1007/s00138-014-0629-y.Motion Interaction Field for Accident Detection in Traffic Surveillance Video
2014. 2nd International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, August 24-28, 2014. DOI : 10.1109/ICPR.2014.528.[DEMO] Tracking Texture-less, Shiny Objects with Descriptor Fields
2014. International Symposium on Mixed and Augmented Reality (ISMAR), Munich, 2014. p. 331-332. DOI : 10.1109/ISMAR.2014.6948474.Pose Estimation of Web-Shared Landscape Pictures
2014. Photogrammetric Computer Vision, Zürich, September 5-7,2014.Correlative In Vivo 2-Photon Beam Scanning Electron Microscopy: 3D Analysis of Neuronal Ultrastructure
Correlative Light And Electron Microscopy II; San Diego: Elsevier Academic Press Inc, 2014. p. 339-361.Refining Mitochondria Segmentation in Electron Microscopy Imagery with Active Surfaces
2014. European Conference on Computer Vision (ECCV) Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Zurich, Switzerland, September 6-12, 2014. p. 367-379. DOI : 10.1007/978-3-319-16220-1_26.Semiautomated correlative 3D electron microscopy of in vivo-imaged axons and dendrites
Nature Protocols. 2014. Vol. 9, num. 6, p. 1354-1366. DOI : 10.1038/nprot.2014.101.Dendritic tree extraction from noisy maximum intensity projection images in C-elegans
Biomedical Engineering Online. 2014. Vol. 13. DOI : 10.1186/1475-925X-13-74.Learning and Matching Binary Local Feature Descriptors
Lausanne, EPFL, 2014.Beyond KernelBoost
2014
Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures
2014. European Conference on Computer Vision, ChaLearn Looking at People Workshop, Zurich, Switzerland, September 6-12, 2014. p. 742-754. DOI : 10.1007/978-3-319-16178-5_52.Free-Shape Polygonal Object Localization
2014. European Conference on Computer Vision (ECCV), Zurich, Switzerland, Sep 6-12, 2014. p. 317-332. DOI : 10.1007/978-3-319-10599-4_21.Tracking Interacting Objects Optimally Using Integer Programming
2014. European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 6-12, 2014. p. 17-32. DOI : 10.1007/978-3-319-10590-1_2.On Rendering Synthetic Images for Training an Object Detector
2014
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.Robust 3D Tracking with Descriptor Fields
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 23-28, 2014.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.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
US8615107; US2013177200.
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.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.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,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.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, 2012.3-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.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.Efficient Scanning for EM Based Target Localization
2012. 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Nice, France, October, 2012.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.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.A Constrained Latent Variable Model
2012. IEEE Conference on Computer Vision and Pattern Recognition, Providence, Rhode Island, USA, June 16-21, 2012.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.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.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.Tracking Multiple People under Global Appearance Constraints
2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011. p. 137-144.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.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.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.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.Delineating Trees in Noisy 2D Images and 3D Image Stacks
2010. International Conference on Computer Vision and Pattern Recognition. p. 2799-2806.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.Exploring Ambiguities for Monocular Non-Rigid Shape Estimation
2010. European Conference on Computer Vision, Heraklion, Greece, September, 2010.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.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.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.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.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.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.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.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.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. Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Miami, Florida, USA, June 20-25, 2009.Joint Pose Estimator and Feature Learning for Object Detection
2009. IEEE International Conference on Computer Vision. p. 1373-1380.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. International Conference on Medical Image Computing and Computer Assisted Intervention. p. 625-632.Learning Rotational Features for Filament Detection
2009. International Conference on Computer Vision and Pattern Recognition. p. 1582-1589.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,Image Summaries using Database Saliency
2009. The 2nd ACM SIGGRAPH Conference and Exhibition in Asia (SIGGRAPH Asia), Yokohama, Japan, December 16-19, 2009.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. 1213-1220.3D pose refinement from reflections
2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, Jun 23-28, 2008. p. 1205-1212.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
2008. European Conference on Computer Vision.Multi-Camera People Tracking with a Probabilistic Occupancy Map
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.Fast Non-Rigid Surface Detection, Registration and Realistic Augmentation
International Journal of Computer Vision. 2008. Vol. 76, num. 2, p. 109-122. DOI : 10.1007/s11263-006-0017-9.Tracking Articulated Bodies using Generalized Expectation Maximization
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.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.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.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.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.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
International Journal of Computer Vision. 2007. Vol. 22, num. 2, p. 159-178. DOI : 10.1007/s11263-006-8595-0.Accurate Non-Iterative O(n) Solution to the PnP Problem
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.Robust Multi-View Change Detection
2007. British Machine Vision Conference, Warwick, September 10-13, 2007.Fast Keypoint Recognition in Ten Lines of Code
2007. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, June 18-23, 2007.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
Computer Vision and Image Understanding. 2006. Vol. 104, num. 2-3, p. 127-139. DOI : 10.1016/j.cviu.2006.07.007.Temporal Motion Models for Monocular and Multiview 3–D Human Body Tracking
Computer Vision and Image Understanding. 2006. Vol. 104, num. 2-3, p. 157-177. DOI : 10.1016/j.cviu.2006.08.006.3D people tracking with Gaussian process dynamical models
2006. Computer Vision and Pattern Recognition, June, 2006.EKF SLAM vs. FastSLAM — A comparison
2006
An all-in-one solution to geometric and photometric calibration
2006. International Symposium on Mixed and Augmented Reality, Santa Barbara, CA, October 2006. DOI : 10.1109/ISMAR.2006.297796.Combined Depth and Outlier Estimation in Multi-View Stereo
2006. IEEE Conference on Computer Vision and Pattern Recognition, New York, June 17-22, 2006.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.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
Ieee Transactions on Biomedical Engineering. 2006. Vol. 53, num. 7, p. 1385-1393. DOI : 10.1109/TBME.2006.873678.Motion models for robust 3D human body tracking
Lausanne, EPFL, 2006.Implicit Meshes for Surface Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2006. Vol. 28, num. 2, p. 328-333. DOI : 10.1109/TPAMI.2006.37.Keypoint Recognition using Randomized Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2006. Vol. 28, num. 9, p. 1465-1479. DOI : 10.1109/TPAMI.2006.188.An Investigation of Model Bias in 3D Face Tracking
2005. Conference on Analysis and Modelling of Faces and Gestures.Augmenting Deformable Objects in Real-Time
2005. International Symposium on Mixed and Augmented Reality, Vienna, Austria, October 2005.Real-Time Non-Rigid Surface Detection
2005. Conference on Computer Vision and Pattern Recognition, San Diego, CA, June 2005.Implicit Surfaces Make for Better Silhouettes
2005. p. 1135-1142.Priors for People Tracking from Small Training Sets
2005. International Conference in Computer Vision.Classifier-based Contour Tracking for Rigid and Deformable Objects
2005. British Machine Vision Conference.Monocular 3–D Tracking of the Golf Swing
2005. Conference on Computer Vision and Pattern Recognition. p. 932-939.Fast Texture-Based Tracking and Delineation Using Texture Entropy
2005.Physically Valid Shape Parameterization for Monocular 3-D Deformable Surface Tracking
2005.Real-Time Non-Rigid Surface Detection
2005.Randomized Trees for Real-Time Keypoint Recognition
2005.Fixed Point Probability Field for Complex Occlusion Handling
2005.Human Body Pose Recognition Using Spatio-Temporal Templates
2005. ICCV workshop on Modeling People and Human Interaction, Beijing, China,Hierarchical Implicit Surface Joint Limits for Human Body Tracking
Computer Vision and Image Understanding. 2005. Vol. 99, num. 2, p. 189-209. DOI : 10.1016/j.cviu.2005.01.005.Monocular Model-Based 3D Tracking of Rigid Objects: A Survey
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.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.Accurate Face Models from Uncalibrated and Ill-Lit Video Sequences
2004. Conference on Computer Vision and Pattern Recognition.Markov-based Silhouette Extraction for Three–Dimensional Body Tracking in Presence of Cluttered Background
2004. British Machine Vision Conference.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
2004. p. 129-146. DOI : 10.1007/978-1-4471-3873-0_8.3D human body tracking using deterministic temporal motion models
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
2004.3–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
Multi modal tracking in complex environments for augmented reality applications
Lausanne, EPFL, 2004.Using biomechanical constraints to improve video-based motion capture
Lausanne, EPFL, 2004.Dense Matching of Multiple Wide-baseline Views
2003. 9th IEEE International Conference on Computer Vision, Nice, October 13-16, 2003. p. 1194-1201.Least Squares Matching Tracking Algorithm for Human Body Modeling
2003. XIX Congress for the International Society for Photogrammetry and Remote Sensing Congress, Amsterdam, Netherlands, 16-23 July 2003. p. 2000.Robust tracking and segmentation of human motion in an image sequence
2003. DOI : 10.1109/ICASSP.2003.1199099.Real-time augmented face
2003. International Symposium on Mixed and Augmented Reality. DOI : 10.1109/ISMAR.2003.1240753.Fully Automated and Stable Registration for Augmented Reality Applications
2003. International Symposium on Mixed and Augmented Reality, Tokyo, Japan, DOI : 10.1109/ISMAR.2003.1240692.Golf Club Visual Tracking for Enhanced Swing Analysis Tools
2003.Fusing Online and Offline Information for Stable 3D Tracking in Real-Time
2003. Conference on Computer Vision and Pattern Recognition.Robust Data Association For Online Applications
2003.Bundle Adjustment for Markerless Body Tracking in Monocular Video Sequences
2003.From Explicit to Implicit Surfaces for Visualization, Animation and Modeling
2003.Implicit Meshes for Modeling and Reconstruction
2003.Stable Real-Time Interaction Between Virtual Humans and Real Scenes
2003. International Conference on 3-D Digital Imaging and Modeling..Generic Deformable Implicit Mesh Models for Automated Reconstruction
2003.Articulated Soft Objects for Multi-View Shape and Motion Capture
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2003. Vol. 25, num. 10, p. 63-83. DOI : 10.1109/TPAMI.2003.1227995.Self-consistency and MDL: a paradigm for evaluating point correspondence algorithms and detecting change
International Journal of Computer Vision. 2003. Vol. 51, num. 1, p. 63-83. DOI : 10.1023/A:1020940807324.Automatic Determination of Shoulder Joint Limits using Experimentally Determined Quaternion Field Boundaries
International Journal of Robotics Research. 2003. Vol. 22, num. 6, p. 419-436. DOI : 10.1177/0278364903022006005.Model-Based Silhouette Extraction for Accurate People Tracking
2002.Using Dirichlet Free Form Deformation to Fit Deformable Models to Noisy 3-D Data
2002. European Conference on Computer Vision (ECCV), Copenhagen, Denmark.Markerless Full Body Shape and Motion Capture from Video Sequences
2002.Recovery of Reflectances and Varying Illuminants from Multiple Views
2002.An Automatic Method For Determining Quaternion Field Boundaries for Ball-and-Socket Joint Limits
2002. Automated Face and Gesture Recognition.Polyhedral object detection and pose estimation for augmented reality applications
2002.The radiometry of multiple images
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2002. Vol. 24, num. 1, p. 19-33. DOI : 10.1109/34.982882.Real-Time 3D Object Recognition for Automatic Tracker Initialization
2001. International Symposium on Augmented Reality, Newyork, USA, 29-30 October, 2001. p. 175-176. DOI : 10.1109/ISAR.2001.970529.Interaction Techniques with Virtual Humans in Mixed Environments
2001. International Symposium on Mixed Reality, Tokyo, Japan,Using skeleton-based tracking to increase the reliability of optical motion capture
Human Movement Science. 2001. Vol. 20, num. 3, p. 313-41. DOI : 10.1016/S0167-9457(01)00050-1.Tracking and Modeling People in Video Sequences
Computer Vision and Image Understanding. 2001. Vol. 81, num. 3, p. 285-302. DOI : 10.1006/cviu.2000.0891.Interaction Techniques with Virtual Humans in Mixed Environments
2001.On Implicit Modeling for Fitting Purposes
2001.Incorporating Differential Constraints in the 3D Reconstruction Process : Application to Stereo
2001. International Conference on Computer Vision, Vancouver, Canada.Articulated Soft Objects for Video-based Body Modeling
2001. International Conference on Computer Vision, Vancouver, Canada. p. 394-401.Human body modeling from video sequences
Lausanne, EPFL, 2001.Handling Occlusion in Augmented Reality Systems: A Semi-Automatic Method
2000. IEEE and ACM International Symposium on Augmented Reality.Interaction Between Real and Virtual Humans: Playing Checkers
2000. Eurographics Workshop On Virtual Environments 2000, Interlaken, Switzerland, 20-25 August.Augmented reality for real and virtual humans
2000. Computer Graphics International 2000, Geneva, Switzerland, DOI : 10.1109/CGI.2000.852346.Skeleton-based motion capture for robust reconstruction of human motion
2000. Computer Animation, Philadelphia, PA, USA, DOI : 10.1109/CA.2000.889046.Interaction Between Real and Virtual Humans: Playing Checkers
2000.Augmented Reality for Real and Virtual Humans
2000.A Framework for Rapid Evaluation of Prototypes with Augmented Reality
2000.Variable Albedo Surface Reconstruction from Stereo and Shape from Shading
2000.Measuring the Self-Consistency of Stereo Algorithm
2000.Detecting Changes in 3-D Shape using Self-Consistency
2000.Human Shape and Motion Recovery Using Animation Models
2000.Regularized Bundle-Adjustment to Model Heads from Image Sequences without Calibration Data
International Journal of Computer Vision. 2000. Vol. 38, num. 2, p. 153-157. DOI : 10.1023/A:1008105802790.3–D Stereo Reconstruction of Human Faces driven by Differential Constraints Image and Vision Computing
Image and Vision Computing. 2000. Vol. 18, num. 4, p. 337-343. DOI : 10.1016/S0262-8856(99)00058-X.Animated heads from ordinary images: a least-squares approach
Computer Vision and Image Understanding. 1999. Vol. 75, num. 3, p. 247-259. DOI : 10.1006/cviu.1999.0778.From synthesis to analysis: fitting human animation models to image data
1999. Computer Graphics International 1999, Canmore, Alberta, Canada, DOI : 10.1109/CGI.1999.777889.Automated body modeling from video sequences
1999. ICCV Workshop on Modelling People, Corfu, Greece, 20 September. DOI : 10.1109/PEOPLE.1999.798345.Characterizingthe Performance of Multiple-image Point-correspondence Algorithms usingSelf-Consistency
1999.Self-Consistency: A Novel Approach to Characterizing the Accuracy and Reliability of Point-Correspondence Algorithms
1999.Using Model-Driven Bundle-Adjustment to Model Heads from Raw Video Sequences
1999. p. 46-53.Modeling Heads from Uncalibrated Video Sequences
1999. DOI : 10.1117/12.333793.UsingModel-Driven Bundle-Adjustment to Model Heads from Raw Video Sequences
Geomatics Info Magazine. 1999. Vol. 13, num. 7, p. 63-65.Human Body Modeling and Motion Analysis From Video Sequences
1998. International Symposium on Real Time Imaging and Dynamic Analysis, Hakodate, Japan, June, 1998.FaceModels from Uncalibrated Video Sequences
1998. International Workshop, CAPTECH’98, Geneva, Switzerland, November 26–27, 1998. p. 214-228. DOI : 10.1007/3-540-49384-0_17.Modeling human bodies from video sequences
1998. p. 36-47. DOI : 10.1117/12.333796.From regular images to animated heads: a least squares approach
1998. 5th European Conference on Computer Vision., Freiburg, Germany, June, 1998.Local and global skeleton fitting techniques for optical motion capture
1998. Modelling and Motion Capture Techniques for Virtual Environments, Geneva, Switzerland, 26-27 November, 1998. p. 26-40. DOI : 10.1007/3-540-49384-0_3.Fast, Accurate and Consistent Modeling of Drainage and Surrounding Terrain
International Journal of Computer Vision. 1998. Vol. 26, num. 3, p. 1-20. DOI : 10.1023/A:1007905112118.3-D Face Modeling from Stereo and Differential Constraints Paradigm
1998. International Conference on Automatic Face and Gesture Recognition, Nara, Japan,3-D Stereo Reconstruction of Human Faces driven by Differential Constraints
1998. ECCV workshop on Advances in Facial Image Analysis and Recognition Technology, Freiburg, Germany,Realistic Human Body Modeling
1998.Fitting Sophisticated Facial Animation Models to Image Data
1997. Optical3–D Measurement Techniques Conference, Zurich, Switzerland, September,.Model-Based Optimization: Accurate, and Consistent Site Modeling from Imagery
1997. p. 903-908.Using Differential Constraints to Reconstruct Complex Shapes from Stereo
1997. Conference on Computer Vision and Pattern Recognition, Puerto Rico, USA,Model-Based Approach to Accurate and Consistent 3-D Modeling of Drainage and Surrounding Terrain
1997. p. 903-908.From Multiple Stereo Views to Multiple 3-D Surfaces
International Journal of Computer Vision (IJCV). 1997. Vol. 24, num. 1, p. 19-35. DOI : 10.1023/A:1007918123901.Imposing Hard Constraints on Deformable Models Through Optimization in Orthogonal Subspaces
Computer Vision and Image Understanding. 1997. Vol. 24, num. 1, p. 19-35. DOI : 10.1006/cviu.1996.0568.Ziplock Snakes
International Journal of Computer Vision. 1997. Vol. 26, num. 3, p. 191-201. DOI : 10.1023/A:1007924018415.Using Crest Line to Guide Surface Reconstruction from Stereo
1996. International Conference on Pattern Recognition, Vienna, Austria,Imposing Hard Constraints on Soft Snakes
1996. European Conference on Computer Vision, Cambridge, England,Automatic Extraction of Generic House Roofs from High Resolution Aerial Imagery
1996. European Conference on Computer Vision, Cambridge, Cambridge, UK, April 15-18, 1996.Model-Based Optimization: Accurate and Consistent Site Modeling
1996. 18th Congress of International Society for Photogrammetry and Remote Sensing, Vienna, Austria,Taking Advantage of Image-Based and Geometry-Based Constraints to Recover 3–D Surfaces
Computer Vision and Image Understanding. 1996. Vol. 64, num. 1, p. 111-127. DOI : 10.1006/cviu.1996.0048.Reconstructing Complex Surfaces from Multiple Stereo Views
1995. International Conference on Computer Vision, Cambridge, MA,Surface Reconstruction Using 3–D Meshes And Particle Systems
1995. International Workshop on High Precision Navigation, Stuttgart, Germany,Velcro Surfaces
1995. International Conference on Computer Vision, Cambridge, MA,Parametric Models are Versatile: The Case of Model Based Optimization
1995. International Society for Photogrammetry and Remote Sensing Joint Workshop, Stockholm, Sweden,Object-Centered Surface Reconstruction: Combining Multi-Image Stereo and Shading
International Journal of Computer Vision. 1995. Vol. 16, num. 1, p. 35-56. DOI : 10.1007/BF01428192.Registration Without Correspondences
1994. Conference on Computer Vision and Pattern Recognition, Seattle, WA,Making Snakes Converge from Minimal Initialization
1994. International Conference on Pattern Recognition, Jerusalem, Israel,Using 3–Dimensional Meshes To Combine Image-Based and Geometry-Based Constraints
1994. European Conference on Computer Vision, Stockholm, Sweden, 1994.Initializing Snakes
1994. Conference on Computer Vision and Pattern Recognition, Seattle, WA,Using contextual information to set control parameters of a vision process
1994. p. 830-836.Real time correlation-based stereo: algorithm, implementations and applications
1993