Vision-based power line cables and pylons detection for low flying aircraft
MACHINE VISION AND APPLICATIONS. 2025. Vol. 36, num. 2. DOI : 10.1007/s00138-025-01664-1.Tiny satellites, big challenges: A feasibility study of machine vision pose estimation for PocketQubes during conjunctions
Acta Astronautica. 2025. Vol. 228, p. 1023 – 1041. DOI : 10.1016/j.actaastro.2024.12.034.Shadow Removal Refinement via Material-Consistent Shadow Edges
2025. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, USA, 2025-02-26 – 2025-03-06. p. 2631 – 2641. DOI : 10.1109/wacv61041.2025.00261.Learning to Count from Pseudo-Labeled Segmentation
2025. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, USA, 2025-02-26 – 2025-03-06. p. 8754 – 8763. DOI : 10.1109/wacv61041.2025.00848.Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT
COMMUNICATIONS MEDICINE. 2025. Vol. 5, num. 1. DOI : 10.1038/s43856-025-00732-x.Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label Classifier
2025. 18th European Conference on Computer Vision, Milan, Italy, 2024-09-29 – 2024-10-04. p. 342 – 360. DOI : 10.1007/978-3-031-73226-3_20.Deep Active Latent Surfaces for Medical Geometries
2025. 6 Northern Lights Deep Learning Conference, Tromso, Norway, 2025-01-07 – 2025-01-09.MetaCap: Meta-learning Priors from Multi-view Imagery for Sparse-View Human Performance Capture and Rendering
2025. 18th European Conference on Computer Vision, Milan, Italy, 2024-09-29 – 2024-10-04. p. 341 – 361. DOI : 10.1007/978-3-031-72952-2_20.Improving Human Pose & Shape Estimation with Explicit and Implicit Priors
Lausanne, EPFL, 2025.SINDER: Repairing the Singular Defects of DINOv2
2025. 18th European Conference on Computer Vision (ECCV), Milan, ITALY, 2024-09-29 – 2024-10-04. p. 20 – 35. DOI : 10.1007/978-3-031-72667-5_2.Assessing Sample Quality via the Latent Space of Generative Models
2025. 18th European Conference on Computer Vision, Milan, Italy, 2024-09-29 – 2024-10-04. p. 449 – 464. DOI : 10.1007/978-3-031-73202-7_26.Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields
Medical image analysis. 2025. Vol. 99. DOI : 10.1016/j.media.2024.103367.Weighting Pseudo-labels via High-Activation Feature Index Similarity and Object Detection for Semi-supervised Segmentation
2025. 18th European Conference on Computer Vision, Milan, Italy, 2024-09-29 – 2024-10-04. p. 456 – 474. DOI : 10.1007/978-3-031-73226-3_26.Reconstruction of Manipulated Garment with Guided Deformation Prior
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
Transactions on Machine Learning Research. 2024.Advancing EGFR mutation subtypes prediction in NSCLC by combining 3D pretrained ConvNeXt, radiomics, and clinical features
FRONTIERS IN ONCOLOGY. 2024. Vol. 14. DOI : 10.3389/fonc.2024.1464555.Multi-task learning for medical foundation models
NATURE COMPUTATIONAL SCIENCE. 2024. Vol. 4, num. 7, p. 473 – 474. DOI : 10.1038/s43588-024-00658-9.SGDA: Towards 3-D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 2024. Vol. 21, num. 4, p. 1093 – 1105. DOI : 10.1109/TCBB.2023.3253713.HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields: Processed data and trained models
2024.CLOAF: CoLlisiOn-Aware Human Flow
2024. 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR 2024, Seattle, WA, USA, 2024-06-17 – 2024-06-21. p. 1176 – 1185. DOI : 10.1109/CVPR52733.2024.00118.Match Normalization: Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2024. Vol. 46, num. 6, p. 4489 – 4503. DOI : 10.1109/TPAMI.2024.3355198.Enabling Uncertainty Estimation in Iterative Neural Networks
2024. 41st International Conference on Machine Learning (ICML) 2024, Vienna, Austria, 2024-07-21 – 2024-07-24. p. 12172 – 12189.ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
2024. Transactions on Machine Learning Research.Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
2024. Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 17-21, 2024.Multimodal fusion of liquid biopsy and CT enhances differential diagnosis of early-stage lung adenocarcinoma
Npj Precision Oncology. 2024. Vol. 8, num. 1, p. 50. DOI : 10.1038/s41698-024-00551-8.Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimes
Transactions on Machine Learning Research. 2024. DOI : 10.48550/arXiv.2402.02736.Development of End-to-End Artificial Intelligence Models for Surgical Planning in Transforaminal Lumbar Interbody Fusion
Bioengineering. 2024. Vol. 11, num. 2, p. 164. DOI : 10.3390/bioengineering11020164.Toward Automatic Typography Analysis: Serif Classification and Font Similarities
Journal of Data Mining & Digital Humanities. 2024. DOI : 10.46298/jdmdh.10230.MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision
Biomedizinische Technik. Biomedical engineering. 2024. DOI : 10.1515/bmt-2024-0396.Detecting Road Obstacles by Erasing Them
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024. Vol. 46, num. 4, p. 2450 – 2460. DOI : 10.1109/TPAMI.2023.3335152.Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
2024. 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Marrakesh, MOROCCO, 2024-10-06 – 2024-10-10. p. 689 – 699. DOI : 10.1007/978-3-031-72378-0_64.Garment Recovery with Shape and Deformation Priors
2024. The IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, USA, June 17-21, 2024.DeepGeo: Deep Geometric Mapping for Automated and Effective Parameterization in Aerodynamic Shape Optimization
2024.Incorporating Projective Geometry into Deep Learning
Lausanne, EPFL, 2024.DiffAirfoil: An Efficient Novel Airfoil Sampler Based on Latent Space Diffusion Model for Aerodynamic Shape Optimization
2024. AIAA AVIATION Forum, Las Vegas, NV, USA, July 29–August 2, 2024.HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
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.Generating Anatomically Accurate Heart Structures via Neural Implicit Fields
2024. International Conference on Medical Image Computing and Computer-Assisted Intervention, MARRAKESH, MOROCCO, 2024-10-06 – 2024-10-10.DeepMesh: Differentiable Iso-Surface Extraction
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024.RibSeg v2: A Large-Scale Benchmark for Rib Labeling and Anatomical Centerline Extraction
Ieee Transactions On Medical Imaging. 2024. Vol. 43, num. 1, p. 570 – 581. DOI : 10.1109/TMI.2023.3313627.Aggregating Spatial and Photometric Context for Photometric Stereo
Lausanne, EPFL, 2024.A Closed-Form Pairwise Solution to Local Non-Rigid Structure-from-Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024. DOI : 10.1109/TPAMI.2024.3383316.Multi-site, Multi-domain Airway Tree Modeling
Medical Image Analysis. 2023. Vol. 90, p. 102957. DOI : 10.1016/j.media.2023.102957.Deep learning parametric response mapping from inspiratory chest CT scans: a new approach for small airway disease screening
Respiratory Research. 2023. Vol. 24, num. 1, p. 299. DOI : 10.1186/s12931-023-02611-2.Coarsest-level improvements in multigrid for lattice QCD on large-scale computers
Computer Physics Communications. 2023. Vol. 292, p. 108869. DOI : 10.1016/j.cpc.2023.108869.One-shot Retinal Artery and Vein Segmentation via Cross-modality Pretraining
Ophthalmology Science. 2023. Vol. 4, num. 2, p. 100363. DOI : 10.1016/j.xops.2023.100363.Deep learning-based solid component measuring enabled interpretable prediction of tumor invasiveness for lung adenocarcinoma
Lung Cancer. 2023. Vol. 186, p. 107392. DOI : 10.1016/j.lungcan.2023.107392.Learning for Multi-View Tracking
2023.Dense Multitask Learning to Reconfigure Comics
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop, Vancouver, Canada, June 18-22, 2023. DOI : 10.1109/CVPRW59228.2023.00598.Prognostic impact of deep learning-based quantification in clinical stage 0-I lung adenocarcinoma
European Radiology. 2023. p. s00330 – 023. DOI : 10.1007/s00330-023-09845-0.Latent Representation of Computational Fluid Dynamics Meshes and Application to Airfoil Aerodynamics
Aiaa Journal. 2023. DOI : 10.2514/1.J062533.State of the Art in Dense Monocular Non-Rigid 3D Reconstruction
Computer Graphics Forum. 2023. Vol. 42, num. 2, p. 485 – 520. DOI : 10.1111/cgf.14774.RMAML: Riemannian meta-learning with orthogonality constraints
Pattern Recognition. 2023. Vol. 140, p. 109563. DOI : 10.1016/j.patcog.2023.109563.Visual question answering from another perspective: CLEVR mental rotation tests *
Pattern Recognition. 2023. Vol. 136, p. 109209. DOI : 10.1016/j.patcog.2022.109209.Perspective Aware Road Obstacle Detection
Ieee Robotics And Automation Letters. 2023. Vol. 8, num. 4, p. 2150 – 2157. DOI : 10.1109/LRA.2023.3245410.Unsupervised Electrofacies Clustering Based on Parameterization of Petrophysical Properties: A Dynamic Programming Approach
Petrophysics. 2023. Vol. 64, num. 2, p. 137 – 153. DOI : 10.30632/PJV64N2-2023a1.Ascending neurons convey behavioral state to integrative sensory and action selection brain regions
Nature Neuroscience. 2023. DOI : 10.1038/s41593-023-01281-z.Geodesic Convolutional Neural Network Characterization of Macro-Porous Latent Thermal Energy Storage
ASME Journal of Heat and Mass Transfer. 2023. Vol. 145, num. 5, p. 052902. DOI : 10.1115/1.4056663.Informing Neural Networks with Simplified Physics for Better Flow Prediction
2023.CLIP the Gap: A Single Domain Generalization Approach for Object Detection
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 3219 – 3229. DOI : 10.1109/CVPR52729.2023.00314.Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning
2023. AIAA Aviation Forum 2023, San Diego, CA, USA, June 12-16, 2023. DOI : 10.2514/6.2023-3471.Fast Adversarial Training With Adaptive Step Size
Ieee Transactions On Image Processing. 2023. Vol. 32, p. 6102 – 6114. DOI : 10.1109/TIP.2023.3326398.LightNeuS: Neural Surface Reconstruction in Endoscopy using Illumination Decline
2023. 26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Vancouver, Canadda, October 8-12, 2023. p. 502 – 512. DOI : 10.1007/978-3-031-43999-5_48.Spatiotemporal Self-supervised Learning for Point Clouds in the Wild
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 5251 – 5260. DOI : 10.1109/CVPR52729.2023.00508.Training Provably Robust Models by Polyhedral Envelope Regularization
Ieee Transactions On Neural Networks And Learning Systems. 2023. Vol. 34, num. 6, p. 3146 – 3160. DOI : 10.1109/TNNLS.2021.3111892.Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, January 3-7, 2023. p. 3910 – 3920. DOI : 10.1109/WACV56688.2023.00391.Center-aware Adversarial Augmentation for Single Domain Generalization
2023. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, Jan 03-07, 2023. p. 4146 – 4154. DOI : 10.1109/WACV56688.2023.00414.Multi-view Tracking UsingWeakly Supervised Human Motion Prediction
2023. 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, Jan 03-07, 2023. p. 1582 – 1592. DOI : 10.1109/WACV56688.2023.00163.Center-Based Decoupled Point Cloud Registration for 6D Object Pose Estimation
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 3404 – 3414. DOI : 10.1109/ICCV51070.2023.00317.OrthoPlanes: A Novel Representation for Better 3D-Awareness of GANs
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 22939 – 22950. DOI : 10.1109/ICCV51070.2023.02102.Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 22421 – 22430. DOI : 10.1109/ICCV51070.2023.02054.Multi-Source Fusion for Voxel-Based 7-DoF Grasping Pose Estimation
2023. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, OCT 01-05, 2023. p. 968 – 975. DOI : 10.1109/IROS55552.2023.10341840.Tracking Adaptation to Improve SuperPoint for 3D Reconstruction in Endoscopy
2023. 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, BC, Canada, October 8–12, 2023. p. 583 – 593. DOI : 10.1007/978-3-031-43907-0_56.Knowledge Distillation for 6D Pose Estimation by Aligning Distributions of Local Predictions
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 18633 – 18642. DOI : 10.1109/CVPR52729.2023.01787.Multi-view Tracking Using Weakly Supervised Human Motion Prediction
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, Hawaii, USA, January 3-7, 2023. DOI : 10.1109/WACV56688.2023.0016.Robust Outlier Rejection for 3D Registration with Variational Bayes
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 1148 – 1157. DOI : 10.1109/CVPR52729.2023.00117.Geometrically-Conditioned Point Diffusion Models
2023. International Conference on Computer Vision (ICCV), Paris,ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns
2023. Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), New Orleans, Louisiana, USA, December 10-16, 2023. DOI : 10.48550/arXiv.2305.14100.Vision Transformer Adapters for Generalizable Multitask Learning
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, October 2-6, 2023. DOI : 10.1109/ICCV51070.2023.01743.Rigidity-Aware Detection for 6D Object Pose Estimation
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 8927 – 8936. DOI : 10.1109/CVPR52729.2023.00862.Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset
2023. 26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Vancouver, CANADA, OCT 08-12, 2023. p. 382 – 392. DOI : 10.1007/978-3-031-43990-2_36.MixCycle: Mixup Assisted Semi-Supervised 3D Single Object Tracking with Cycle Consistency
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 13910 – 13920. DOI : 10.1109/ICCV51070.2023.01283.Linear-Covariance Loss for End-to-End Learning of 6D Pose Estimation
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 14061 – 14071. DOI : 10.1109/ICCV51070.2023.01297.Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass Segmentation
2023. 26th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Vancouver, CANADA, OCT 08-12, 2023. p. 681 – 691. DOI : 10.1007/978-3-031-43898-1_65.LightDepth: Single-View Depth Self-Supervision from Illumination Decline
2023. International Conference on Computer Vision (ICCV), Paris, October 3-5, 2023. DOI : 10.1109/ICCV51070.2023.01945.Two-level Data Augmentation for Calibrated Multi-view Detection
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, Hawaii, USA, January 3-7, 2023. p. 128 – 136. DOI : 10.1109/WACV56688.2023.00021.Learning Transformations To Reduce the Geometric Shift in Object Detection
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 17441 – 17450. DOI : 10.1109/CVPR52729.2023.01673.Deep Learning for 3D Surface Modelling and Reconstruction
Lausanne, EPFL, 2023.Automated Human Motion Analysis and Synthesis
Lausanne, EPFL, 2023.DrapeNet: Garment Generation and Self-Supervised Draping
2023. The 2023 IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, 2023-06-18 – 2023-06-22. p. 1451 – 1460. DOI : 10.1109/CVPR52729.2023.00146.TempSAL – Uncovering Temporal Information for Deep Saliency Prediction
2023. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, CANADA, JUN 17-24, 2023. p. 6461 – 6470. DOI : 10.1109/CVPR52729.2023.00625.How to Boost Face Recognition with StyleGAN?
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 20867 – 20877. DOI : 10.1109/ICCV51070.2023.01913.MULTI-TASK CURRICULUM LEARNING FOR PARTIALLY LABELED DATA
2023. 20th IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena, COLOMBIA, APR 18-21, 2023. DOI : 10.1109/ISBI53787.2023.10230365.Topologically Better Delineation of Curvilinear Structures
Lausanne, EPFL, 2023.3DHumanGAN: 3D-Aware Human Image Generation with 3D Pose Mapping
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 22951 – 22962. DOI : 10.1109/ICCV51070.2023.02103.GECCO: Geometrically-Conditioned Point Diffusion Models
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 2128 – 2138. DOI : 10.1109/ICCV51070.2023.00203.Detecting Anomalies and Obstacles in Road Scenes
Lausanne, EPFL, 2023.Dense Image-based Predictions for Comics Analysis
Lausanne, EPFL, 2023.Improving Object Detection under Domain Shifts
Lausanne, EPFL, 2023.Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, January 3-7, 2023. p. 3213 – 3222. DOI : 10.1109/WACV56688.2023.00323.AutoSynth: Learning to Generate 3D Training Data for Object Point Cloud Registration
2023. IEEE/CVF International Conference on Computer Vision (ICCV), Paris, FRANCE, OCT 02-06, 2023. p. 8975 – 8985. DOI : 10.1109/ICCV51070.2023.00827.Efficient Lung Nodule Detection via 3D Deep Learning with Shifted Convolutions
2023. International Joint Conference on Neural Networks (IJCNN), Broadbeach, AUSTRALIA, Jun 18-23, 2023. DOI : 10.1109/IJCNN54540.2023.10191294.Latent Representation of CFD Meshes and Application to Airfoil Aerodynamics
2023
PlaceNet: A multi-scale semantic-aware model for visual loop closure detection
Engineering Applications Of Artificial Intelligence. 2022. Vol. 119, p. 105797. DOI : 10.1016/j.engappai.2022.105797.Overcoming the Domain Gap in Neural Action Representations
International Journal Of Computer Vision. 2022. DOI : 10.1007/s11263-022-01713-6.Self-supervised Segmentation via Background Inpainting
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2022. Vol. 44, num. 12, p. 9574 – 9588. DOI : 10.1109/TPAMI.2021.3123902.RayTran: 3D Pose Estimation and Shape Reconstruction of Multiple Objects from Videos with Ray-Traced Transformers
2022. European Conference on Computer Vision, Tel-Aviv, Israel, October 23-27, 2022. p. 211 – 228. DOI : 10.1007/978-3-031-20080-9_13.Improving the efficiency of identifying malignant pulmonary nodules before surgery via a combination of artificial intelligence CT image recognition and serum autoantibodies
European Radiology. 2022. DOI : 10.1007/s00330-022-09317-x.Modeling Object Dissimilarity for Deep Saliency Prediction
Transactions on Machine Learning Research. 2022.3D Pose Based Feedback For Physical Exercises
2022. 16th Asian Conference on Computer Vision (ACCV 2022), Macau, China, December 4-8, 2022. p. 1316 – 1332. DOI : 10.1007/978-3-031-26316-3_12.Unsupervised Learning of 3D Semantic Keypoints with Mutual Reconstruction
2022. European Conference on Computer Vision. p. 534 – 549. DOI : 10.1007/978-3-031-20086-1_31.An Analysis of Super-Net Heuristics in Weight-Sharing NAS
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2022. Vol. 44, num. 11, p. 8110 – 8124. DOI : 10.1109/TPAMI.2021.3108480.Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World
2022. European Conference on Computer Vision (ECCV2022), Tel-Aviv, Israel, Octobre 23-27, 2022. p. 19 – 37. DOI : 10.1007/978-3-031-19769-7_2.Robust Isometric Non-Rigid Structure-From-Motion
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2022. Vol. 44, num. 10, p. 6409 – 6423. DOI : 10.1109/TPAMI.2021.3089923.Adversarial Parametric Pose Prior
2022. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, USA, June 18-24, 2022. p. 10987 – 10995. DOI : 10.1109/CVPR52688.2022.01072.Weakly Supervised Volumetric Image Segmentation with Deformed Templates
2022. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022), Singapore, September 18-22, 2022. p. 422 – 432. DOI : 10.1007/978-3-031-16443-9_41.Long Term Motion Prediction Using Keyposes
2022. International Conference on 3D Vision (3DV), Prague, Czech Republic, September 12-15, 2022. p. 12 – 21. DOI : 10.1109/3DV57658.2022.00014.On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation
2022. 10th International Conference on 3D Vision 2022 (3DV), Prague, Czechia, September 12-15, 2022. p. 577 – 586. DOI : 10.1109/3DV57658.2022.00068.Attention-based domain adaptation for single-stage detectors
Machine Vision And Applications. 2022. Vol. 33, num. 5, p. 65. DOI : 10.1007/s00138-022-01320-y.TOPO-Loss for continuity-preserving crack detection using deep learning
Construction And Building Materials. 2022. Vol. 344, p. 128264. DOI : 10.1016/j.conbuildmat.2022.128264.Neurite Exchange Imaging ((NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange
Neuroimage. 2022. Vol. 256, p. 119277. DOI : 10.1016/j.neuroimage.2022.119277.Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate
IEEE Transactions on Medical Imaging. 2022. Vol. 41, num. 12, p. 3675 – 3685. DOI : 10.1109/TMI.2022.3193072.ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). p. 15840 – 15850. DOI : 10.1109/CVPR52688.2022.01540.Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, USA, June 18-24, 2022. p. 16559 – 16568. DOI : 10.1109/CVPR52688.2022.01608.Promoting Connectivity of Network-Like Structures by Enforcing Region Separation
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2022. Vol. 44, num. 9, p. 5401 – 5413. DOI : 10.1109/TPAMI.2021.3074366.Understanding Deep Neural Networks using Adversarial Attacks
Lausanne, EPFL, 2022.Fusing Local Similarities for Retrieval-based 3D Orientation Estimation of Unseen Objects
2022. European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022.DIG: Draping Implicit Garment over the Human Body
2022. 16th Asian Conference on Computer Vision (ACCV 2022), Macau SAR, China, December 4-8, 2022. p. 344 – 359. DOI : 10.1007/978-3-031-26319-4_21.HybridSDF: Combining Deep Implicit Shapes and Geometric Primitives for 3D Shape Representation and Manipulation
2022. International Conference on 3D Vision, Prague, Czechia, September 12-15, 2022. DOI : 10.1109/3DV57658.2022.00072.Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, Jun 18-24, 2022. p. 8141 – 8150. DOI : 10.1109/CVPR52688.2022.00798.Enforcing Connectivity of 3D Linear Structures Using Their 2D Projections
2022. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, SINGAPORE, Sep 18-22, 2022. p. 591 – 601. DOI : 10.1007/978-3-031-16443-9_57.Learning to Simulate Realistic LiDARs
2022. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto, Japan, October 23-27, 2022. p. 8173 – 8180. DOI : 10.1109/IROS47612.2022.9981120.Synthesis and Analysis of 3D shapes with Geometric Deep Learning in Computer-Aided Engineering
Lausanne, EPFL, 2022.Learning to Generate the Unknowns as a Remedy to the Open-Set Domain Shift
2022. 22nd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, Jan 04-08, 2022. p. 3737 – 3746. DOI : 10.1109/WACV51458.2022.00379.Persistent Homology with Improved Locality Information for more Effective Delineation
2022
Using Animal Motion Capture to Learn Neural Representations
Lausanne, EPFL, 2022.Contrastive Class-aware Adaptation for Domain Generalization
2022. 26th International Conference on Pattern Recognition / 8th International Workshop on Image Mining – Theory and Applications (IMTA), Montreal, CANADA, Aug 21-25, 2022. p. 4871 – 4876. DOI : 10.1109/ICPR56361.2022.9956262.Object Priors for Volumetric Image Segmentation
Lausanne, EPFL, 2022.Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, Jun 18-24, 2022. p. 6761 – 6770. DOI : 10.1109/CVPR52688.2022.00665.Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). 2022. DOI : 10.1109/TPAMI.2022.3215307.Leveraging Self-Supervision for Cross-Domain Crowd Counting
2022. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, LA, Jun 18-24, 2022. p. 5331 – 5342. DOI : 10.1109/CVPR52688.2022.00527.Counting People by Estimating People Flows
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2022. Vol. 44, num. 11, p. 8151 – 8166. DOI : 10.1109/TPAMI.2021.3102690.Multi-planar geometry and latent image recovery from a single motion-blurred image
Machine Vision And Applications. 2022. Vol. 33, num. 1, p. 10. DOI : 10.1007/s00138-021-01254-x.Improving the Training of Compact Neural Networks for Visual Recognition
Lausanne, EPFL, 2022.Learning to Represent and Reconstruct 3D Deformable Objects
Lausanne, EPFL, 2022.Encoder-Decoder Models for Human Segmentation and Motion Analysis
Lausanne, EPFL, 2022.Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis
2022. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, SINGAPORE, Sep 18-22, 2022. p. 503 – 513. DOI : 10.1007/978-3-031-16440-8_48.LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection
2022. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, SINGAPORE, Sep 18-22, 2022. p. 664 – 674. DOI : 10.1007/978-3-031-16431-6_63.What Makes for Automatic Reconstruction of Pulmonary Segments
2022. 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Singapore, SINGAPORE, Sep 18-22, 2022. p. 495 – 505. DOI : 10.1007/978-3-031-16431-6_47.MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks
2022. European Conference on Computer Vision (ECCV 2022), Tel-Aviv, Israel, October 23-27, 2022. p. 576 – 592. DOI : 10.1007/978-3-031-20062-5_33.A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery
Ieee Transactions On Geoscience And Remote Sensing. 2022. Vol. 60, p. 5618515. DOI : 10.1109/TGRS.2022.3152587.Learning to Align Sequential Actions in the Wild
2022. CVPR 2022 : IEEE/CVF Conference on Computer Vision and Pattern Recognition, New Orleans, LA, United States, Jun 18-24, 2022. p. 2171 – 2181. DOI : 10.1109/CVPR52688.2022.00222.GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss
IEEE Transactions On Pattern Analysis And Machine Intelligence. 2022. Vol. 44, num. 1, p. 181 – 195. DOI : 10.1109/TPAMI.2020.3010886.Distilling Image Classifiers in Object Detectors
2021. 35th Conference on Neural Information Processing Systems, Virtual-only, December 6-14, 2021. p. 1036 – 1047.Human Detection and Segmentation via Multi-view Consensus
2021. ICCV 2021 International Conference on Computer Vision, Montreal, Canada (online), October 11-17, 2021. p. 2835 – 2844. DOI : 10.1109/ICCV48922.2021.00285.Defect segmentation for multi-illumination quality control systems
Machine Vision and Applications. 2021. Vol. 32, num. 118, p. 16. DOI : 10.1007/s00138-021-01244-z.Structure-aware Multi-view 3D Reconstruction of Dislocations in TEM with Message Passing Neural Networks
Joint Meeting of Dreiländertagung & Multinational Congress on Microscopy (Microscopy Conference 2021), Digital, August 22-26, 2021.Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2021. Vol. 43, num. 9, p. 3167 – 3182. DOI : 10.1109/TPAMI.2020.2978812.Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases
2021. 18th IEEE/CVF International Conference on Computer Vision (ICCV), Montreal, Canada (online), October 11-17, 2021. p. 10438 – 10447. DOI : 10.1109/ICCV48922.2021.01029.LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals
Nature Methods. 2021. Vol. 18, num. 8, p. 975 – 981. DOI : 10.1038/s41592-021-01226-z.Wide-Depth-Range 6D Object Pose Estimation in Space
2021. Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 19-25, 2021. p. 15870 – 15879. DOI : 10.1109/CVPR46437.2021.01561.Deep Active Surface Models
2021. Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 21-25, 2021. p. 11652 – 11661. DOI : 10.1109/CVPR46437.2021.01148.Masksembles for Uncertainty Estimation
2021. Conference on Computer Vision and Pattern Recognition (CVPR), Virtual, June 19-25, 2021. p. 13539 – 13548. DOI : 10.1109/CVPR46437.2021.01333.Drainage Canals in Southeast Asian Peatlands Increase Carbon Emissions
Agu Advances. 2021. Vol. 2, num. 1, p. e2020AV000321. DOI : 10.1029/2020AV000321.Geometry-Aware Deep Recurrent Neural Networks for Hyperspectral Image Classification
IEEE Transactions On Geoscience And Remote Sensing. 2021. 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. Vol. 43, num. 2, p. 745 – 752. DOI : 10.1109/TPAMI.2019.2934052.Generating Smooth Pose Sequences for Diverse Human Motion Prediction
2021. 18th IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, Oct 11-17, 2021. p. 13289 – 13298. DOI : 10.1109/ICCV48922.2021.01306.Leveraging Spatial and Photometric Context for Calibrated Non-Lambertian Photometric Stereo
2021. 9th International Conference on 3D Vision (3DV), ELECTR NETWORK, Dec 01-03, 2021. p. 394 – 402. DOI : 10.1109/3DV53792.2021.00049.Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
2021. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, Jun 19-25, 2021. p. 14324 – 14334. DOI : 10.1109/CVPR46437.2021.01410.SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation
2021. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence, ELECTR NETWORK, Feb 02-09, 2021. p. 2020 – 2028. DOI : 10.1609/aaai.v35i3.16298.Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search
2021. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), ELECTR NETWORK, Jun 19-25, 2021. p. 13718 – 13727. DOI : 10.1109/CVPR46437.2021.01351.Contextually Plausible and Diverse 3D Human Motion Prediction
2021. 18th IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, Oct 11-17, 2021. p. 11313 – 11322. DOI : 10.1109/ICCV48922.2021.01114.Image Matching Across Wide Baselines: From Paper to Practice
International Journal Of Computer Vision. 2021. Vol. 129, p. 517 – 547. DOI : 10.1007/s11263-020-01385-0.From Human-Designed Convolutional Neural Networks Towards Robust Neural Architecture Search
Lausanne, EPFL, 2021.Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning
Ieee Transactions On Multimedia. 2021. Vol. 23, p. 4376 – 4387. DOI : 10.1109/TMM.2020.3042068.Progressive Correspondence Pruning by Consensus Learning
2021. 18th IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, Oct 11-17, 2021. p. 6444 – 6453. DOI : 10.1109/ICCV48922.2021.00640.Adaptive and Robust Partition Learning for Person Retrieval With Policy Gradient
Ieee Transactions On Multimedia. 2021. Vol. 23, p. 3264 – 3277. DOI : 10.1109/TMM.2020.3023272.DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation
2021. 18th IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, Oct 11-17, 2021. p. 6019 – 6028. DOI : 10.1109/ICCV48922.2021.00598.SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation
2021. Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track, virtual, December 6-14, 2021.Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches
2021. International Conference on Computer Vision (ICCV), Virtual, October 11-17, 2021. p. 13003 – 13012. DOI : 10.1109/ICCV48922.2021.01278.Pyramid Architecture Search for Real-Time Image Deblurring
2021. 18th IEEE/CVF International Conference on Computer Vision (ICCV), ELECTR NETWORK, Oct 11-17, 2021. p. 4278 – 4287. DOI : 10.1109/ICCV48922.2021.00426.Robust Differentiable SVD
IEEE Transactions On Pattern Analysis And Machine Intelligence (PAMI). 2021. p. 1 – 1. DOI : 10.1109/TPAMI.2021.3072422.Human-Centered Scene Understanding via Crowd Counting
Lausanne, EPFL, 2021.PCLs: Geometry-aware Neural Reconstruction of 3D Pose with Perspective Crop Layers
2021. Conference on Computer Vision and Pattern Recognition (CVPR), Online, June 19-25, 2021. p. 9060 – 9069. DOI : 10.1109/CVPR46437.2021.00895.Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval
IEEE Transactions On Image Processing. 2021. Vol. 30, p. 2989 – 3004. DOI : 10.1109/TIP.2020.3048680.Motion Prediction Using Temporal Inception Module
2021. Asian Conference on Computer Vision (ACCV), Kyoto, Japan, December, 2020. p. 651 – 665. DOI : 10.1007/978-3-030-69532-3_39.ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks
2020. 34th Conference on Neural Information Processing Systems, Vancouver, Canada, December 6–12, 2020.A convolutional neural network segments yeast microscopy images with high accuracy
Nature Communications. 2020. 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. 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. Conference on Computer Vision and Pattern Recognition (CVPR). p. 13155 – 13165. DOI : 10.1109/CVPR42600.2020.01317.TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation
2020. European Conference on Computer Vision (ECCV), [Online event], August 23-28, 2020.Volumetric Transformer Networks
2020. European Conference on Computer Vision (ECCV 2020), Virtual Conference, August 23-28, 2020.Estimating People Flows to Better Count Them in Crowded Scenes
2020. European Conference on Computer Vision (ECCV), [Online event], August 23-28, 2020. p. 723 – 740. DOI : 10.1007/978-3-030-58555-6_43.XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
Acm Transactions On Graphics (TOG). 2020. Vol. 39, num. 4, p. 82. DOI : 10.1145/3386569.3392410.Single-Stage 6D Object Pose Estimation
2020. 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. Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, June 14-16, 2020. p. 4715 – 4724. DOI : 10.1109/CVPR42600.2020.00477.DUNIT: Detection-based Unsupervised Image-to-Image Translation
2020. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, Jun 14-19, 2020. p. 4786 – 4795. DOI : 10.1109/CVPR42600.2020.00484.ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture
2020. Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, Washington, USA, June 14-19, 2020. p. 100 – 109. DOI : 10.1109/CVPR42600.2020.00018.DISK: learning local features with policy gradient
2020. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada (online), December 6-12, 2020.MeshSDF: Differentiable Iso-Surface Extraction
2020. Conference on Neural Information Processing Systems (NeurIPS), [Virtual event], December, 2020.Joint Segmentation and Path Classification of Curvilinear Structures
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2020. 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. Vol. 31, num. 3, p. 16. 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. Vol. 60, p. 101590. DOI : 10.1016/j.media.2019.101590.Better Patch Stitching for Parametric Surface Reconstruction
2020. 8th International Conference on 3D Vision (3DV), ELECTR NETWORK, Nov 25-28, 2020. p. 593 – 602. DOI : 10.1109/3DV50981.2020.00069.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. p. 2056 – 2064. DOI : 10.1109/CVPR42600.2020.00213.Multi-Modal Recurrent Attention Networks for Facial Expression Recognition
Ieee Transactions On Image Processing. 2020. Vol. 29, p. 6977 – 6991. DOI : 10.1109/TIP.2020.2996086.Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images
IEEE Transactions on Medical Imaging. 2020. Vol. 39, num. 4, p. 1256 – 1267. DOI : 10.1109/TMI.2019.2946462.STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks for Predictive Scene Parsing
Ieee Transactions On Image Processing. 2020. Vol. 29, p. 5420 – 5430. DOI : 10.1109/TIP.2020.2983567.A Stochastic Conditioning Scheme for Diverse Human Motion Prediction
2020. 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.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.Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
2020. International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI), Lima, Peru, 4-8 OCTOBER 2020.Domain-Adaptive Multibranch Networks
2020. International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 26-30, 2020.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. European Conference on Computer Vision (ECCV 2020), [Virtual conference], August 23-28, 2020.Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation
2019. 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. Vol. 28, num. 11, p. 5394 – 5406. DOI : 10.1109/TIP.2019.2917864.Detecting the Unexpected via Image Resynthesis
2019. 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. 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. 22rd International Conference On Medical Image Computing & Computer Assisted Intervention, Shenzhen, China, 2019-10-13. DOI : 10.1007/978-3-030-32239-7_25.DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila
eLife. 2019. Vol. 8, p. e48571. 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. 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. Vol. 229, p. 60 – 68. DOI : 10.1016/j.rse.2019.04.007.Eliminating Exposure Bias and Metric Mismatch in Multiple Object Tracking
2019. 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.Context-Aware Crowd Counting
2019. 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.Neural Scene Decomposition for Multi-Person Motion Capture
2019. 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.Segmentation-driven 6D Object Pose Estimation
2019. 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.Geometry in active learning for binary and multi-class image segmentation
Computer Vision And Image Understanding (CVIU). 2019. Vol. 182, p. 1 – 16. DOI : 10.1016/j.cviu.2019.01.007.Mo(2)Cap(2): Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera
IEEE Transactions On Visualization And Computer Graphics. 2019. Vol. 25, num. 5, p. 2093 – 2101. DOI : 10.1109/TVCG.2019.2898650.A Performance Evaluation of Local Features for Image-Based 3D Reconstruction
IEEE Transactions on Image Processing. 2019. Vol. 28, num. 10, p. 4774 – 4789. 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. Vol. 41, num. 4, p. 886 – 900. DOI : 10.1109/TPAMI.2018.2819675.Temporal Spiking Recurrent Neural Network for Action Recognition
IEEE Access. 2019. Vol. 7, p. 117165 – 117175. DOI : 10.1109/ACCESS.2019.2936604.Shape optimisation of technical devices via gradient descent using convolutional neural network proxies
US11768983; US2021157962; EP3679495; CN111295657; WO2019048085.
2019.Joint Learning of Semantic Alignment and Object Landmark Detection
2019. 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.GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping
2019. 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.LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation
2019. 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.The Sixth Visual Object Tracking VOT2018 Challenge Results
2019. 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. 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.Deep Micro-Dictionary Learning and Coding Network
2019. 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.Context-Aware Emotion Recognition Networks
2019. 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.Learning to Reduce Annotation Load
Lausanne, EPFL, 2019.Beyond Cartesian Representations for Local Descriptors
2019. 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.VIENA(2): A Driving Anticipation Dataset
2019. 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.Training Algorithms for Multiple Object Tracking
Lausanne, EPFL, 2019.Quadruplet Selection Methods For Deep Embedding Learning
2019. 26th IEEE International Conference on Image Processing (ICIP), Taipei, TAIWAN, Sep 22-25, 2019. p. 3452 – 3456. DOI : 10.1109/ICIP.2019.8803401.Learning Trajectory Dependencies for Human Motion Prediction
2019. 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.Double Refinement Network for Efficient Monocular Depth Estimation
2019. 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.Efficient Relaxations for Dense CRFs with Sparse Higher-Order Potentials
Siam Journal On Imaging Sciences. 2019. 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.Gravity as a Reference for Estimating a Person’s Height from Video
2019. 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.Semantic Attribute Matching Networks
2019. 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.Backpropagation-Friendly Eigendecomposition
2019. Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.Dual Generator Generative Adversarial Networks for Multi-domain Image-to-Image Translation
2019. 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.Overcoming Multi-model Forgetting
2019. ICML 2019 – 36th International Conference on Machine Learning, Long Beach, California, USA, June 09-15, 2019. p. 594 – 603.Attribute-Guided Sketch Generation
2019. 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.Full-Gradient Representation for Neural Network Visualization
2019. 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.Real-Time Seamless Single Shot 6D Object Pose Prediction
2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018. p. 292 – 301. DOI : 10.1109/CVPR.2018.00038.Modeling Facial Geometry using Compositional VAEs
2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018. p. 3877 – 3886. DOI : 10.1109/CVPR.2018.00408.Learning to Reconstruct Texture-less Deformable Surfaces from a Single View
2018. 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. Vol. 126, num. 12, p. 1326 – 1341. DOI : 10.1007/s11263-018-1066-6.Learning Intelligent Dialogs for Bounding Box Annotation
2018. Conference on Computer Vision and Pattern Recognition (CVPR). p. 9175 – 9184. DOI : 10.1109/CVPR.2018.00956.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.Geometry-aware Deep Network for Single-Image Novel View Synthesis
2018. 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.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.Method, system, and device for learned invariant feature transform for computer images
US10552709; US2018096224.
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.Scale-Adaptive Superpixels
2018. Color and Imaging Conference (CIC26), Vancouver, Canada, November 12-16, 2018. p. 1 – 6(6). DOI : 10.2352.LF-Net: Learning Local Features from Images
2018. Neural Information Processing Systems (NIPS), Montréal Canada,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.Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses
2018. European Conference on Computer Vision, Munich, Germany, September 8-14, 2018. p. 768 – 783. DOI : 10.1007/978-3-030-01228-1_47.MonoPerfCap: Human Performance Capture From Monocular Video
ACM Transactions on Graphics. 2018. Vol. 37, num. 2, p. 27. DOI : 10.1145/3181973.Learning to Reconstruct Texture-less Deformable Surfaces from a Single View
2018. 6th International Conference on 3D Vision (3DV), Verona, ITALY, Sep 05-08, 2018. p. 606 – 615. DOI : 10.1109/3DV.2018.00075.Learning to Segment 3D Linear Structures Using Only 2D Annotations
2018. MICCAI, Granada, Spain, September 16-20, 2018. p. 283 – 291. DOI : 10.1007/978-3-030-00934-2_32.Learning Robust Features and Latent Representations for Single View 3D Pose Estimation of Humans and Objects
Lausanne, EPFL, 2018.Geodesic Convolutional Shape Optimization
2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018. p. 472 – 481.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.Mean-Field methods for Structured Deep-Learning in Computer Vision
Lausanne, EPFL, 2018.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.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, p. e0198131. DOI : 10.1371/journal.pone.0198131.Learning to Find Good Correspondences
2018. Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, Jun 18-23, 2018. p. 2666 – 2674. DOI : 10.1109/CVPR.2018.00282.Every Smile is Unique: Landmark-Guided Diverse Smile Generation
2018. 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.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.2017.2655048.3D Box Proposals from a Single Monocular Image of an Indoor Scene
2018. 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. DOI : 10.1609/aaai.v32i1.12314.Variational Methods for Human Modeling
Lausanne, EPFL, 2018.Learning Monocular 3D Human Pose Estimation from Multi-view Images
2018. 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.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.Unsupervised Geometry-Aware Representation Learning for 3D Human Pose Estimation
2018. European Conference on Computer Vision (ECCV). p. 765 – 782. DOI : 10.1007/978-3-030-01249-6_46.Statistically-Motivated Second-order Pooling
2018. European Conference on Computer Vision (ECCV), Munich, Germany, September 8-14, 2018. p. 621 – 637. DOI : 10.1007/978-3-030-01234-2_37.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.A Domain-Adaptive Two-Stream U-Net For Electron Microscopy Image Segmentation
2018. International Symposium on Biomedical Imaging (ISBI), Washington, DC, Apr 04-07, 2018. p. 400 – 404. DOI : 10.1109/ISBI.2018.8363602.Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs
2018. 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.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.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.Encouraging LSTMs to Anticipate Actions Very Early
2017. International Conference on Computer Vision (ICCV). p. 280 – 289. DOI : 10.1109/ICCV.2017.39.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,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.Efficient Model-free Anthropometry from Depth Data
2017. International Conference on 3D Vision (3DV).Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation
2017. International Conference on Computer Vision (ICCV). p. 2125 – 2135. DOI : 10.1109/ICCV.2017.232.Compression-aware Training of Deep Networks
2017. Neural Information Processing Systems (NIPS).Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation
2017. International Conference on Computer Vision (ICCV). p. 3961 – 3970. DOI : 10.1109/ICCV.2017.425.Deep Subspace Clustering Networks
2017. Neural Information Processing Systems (NIPS).Three-dimensional electron imaging and reconstruction of dislocations from a single acquisition
2017. Microscopy Conference, Lausanne, Switzerland,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.Imposing Hard Constraints on Deep Networks: Promises and Limitations
2017. CVPR Workshop on Negative Results in Computer Vision, Hawaii, HI, 2017.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.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.Efficient Linear Programming for Dense CRFs
2017. Conference on Computer Vision and Pattern Recognition, Honolulu, HI, July, 2018. p. 2934 – 2942. DOI : 10.1109/CVPR.2017.313.Joint Dimensionality Reduction and Metric Learning: A Geometric Take
2017. International Conference on Machine Learning (ICML).Method, System and Device for Direct Prediction of 3D Body Poses from Motion Compensated Sequence
US2017316578.
2017.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.Learning Lightprobes for Mixed Reality Illumination
2017. International Symposium on Mixed and Augmented Reality (ISMAR), Nantes, France, October 9–13, 2017.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.Active Learning and Proofreading for Delineation of Curvilinear Structures
2017. MICCAI, Quebec City, Canada, September 10-14, 2017. p. 165 – 173. DOI : 10.1007/978-3-319-66185-8_19.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.Boundary-aware Instance Segmentation
2017. Conference on Computer Vision and Pattern Recognition (CVPR). p. 587 – 595. DOI : 10.1109/Cvpr.2017.70.Learning Active Learning from Data
2017. Conference on Neural Information Processing Systems (NIPS).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.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.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.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.Automated Reconstruction of Evolving Curvilinear Tree Structures
Lausanne, EPFL, 2016.Multiscale Centerline Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. Vol. 38, num. 7, p. 1327 – . DOI : 10.1109/Tpami.2015.2462363.Segmentation of Developing Human Embryo in Time-lapse Microscopy
2016. 13th International Symposium on Biomedical Imaging (ISBI). p. 930 – 934. DOI : 10.1109/ISBI.2016.7493417.Principled Parallel Mean-Field Inference for Discrete Random Fields
2016. Computer Vision and Pattern Recognition (CVPR), Las Vegas, p. 5848 – 5857. DOI : 10.1109/CVPR.2016.630.Globally Optimal Cell Tracking using Integer Programming
2016
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.Towards Scalable Segmentation of 3D Image Stacks
Lausanne, EPFL, 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.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 – . DOI : 10.1109/Tpami.2016.2519025.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.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.Efficient Transductive Semantic Segmentation
2016. Winter Conference on Applications of Computer Vision (WACV). DOI : 10.1109/WACV.2016.7477697.Learning the Number of Neurons in Deep Networks
2016. Conference on Neural Information Processing Systems (NIPS), Barcelona, Spain,When VLAD met Hilbert
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ, p. 5185 – 5194. DOI : 10.1109/CVPR.2016.560.Do We Need Binary Features for 3D Reconstruction?
2016. Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, NV, June, 2016. p. 1126 – 1135. DOI : 10.1109/Cvprw.2016.144.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.Memory Efficient Max Flow for Multi-label Submodular MRFs
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ, p. 5867 – 5876. DOI : 10.1109/CVPR.2016.632.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.Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ, p. 607 – 615. DOI : 10.1109/CVPR.2016.72.Scalable Unsupervised Domain Adaptation for Electron Microscopy
2016. MICCAI 2016, Athens, Greece, October 17-21, 2016. p. 326 – 334. DOI : 10.1007/978-3-319-46723-8_38.Distribution-Matching Embedding for Visual Domain Adaptation
Journal Of Machine Learning Research. 2016. Vol. 17, p. 108.Measuring the accuracy of softball impact simulations
Sports Engineering. 2016. Vol. 19, num. 4, p. 265 – 272. DOI : 10.1007/s12283-016-0210-1.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.Learning to Match Aerial Images with Deep Attentive Architectures
2016. Computer Vision and Pattern Recognition, Las Vegas, Nevada, USA, June 27-30, 2016. p. 3539 – 3547. DOI : 10.1109/CVPR.2016.385.Robust 3D Object Pose Estimation and Tracking from Monocular Images in Industrial Environments
Lausanne, EPFL, 2016.Robust Multi-body Feature Tracker: A Segmentation-free Approach
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ, p. 3843 – 3851. DOI : 10.1109/CVPR.2016.417.Learning to Co-Generate Object Proposals with a Deep Structured Network
2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ, p. 2565 – 2573. DOI : 10.1109/CVPR.2016.281.Systems and methods for computing and displaying navigation indicators based on historic and real-time vessel data
US2018031376; WO2016128069.
2016.Structured Prediction of 3D Human Pose with Deep Neural Networks
2016. British Machine Vision Conference (BMVC), York, UK, September 19-22, 2016. p. 130.1 – 130.11. DOI : 10.5244/C.30.130.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. p. 991 – 1000. DOI : 10.1109/CVPR.2016.113.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. p. 627 – 634. DOI : 10.1145/2939672.2939725.Tracking Interacting Objects Using Intertwined Flows
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. Vol. 38, num. 11, p. 2312 – . DOI : 10.1109/Tpami.2015.2513406.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. p. 972 – 981. DOI : 10.1109/CVPR.2016.111.Template-based Monocular 3-D Shape Reconstruction And Tracking Using Laplacian Meshes
Lausanne, EPFL, 2016.Multiscale Centerline Extraction Based on Regression and Projection onto the Set of Elongated 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.Learning to Assign Orientations to Feature Points
2016. Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, June 26-July 1, 2016. p. 107 – 116. DOI : 10.1109/CVPR.2016.19.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.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.Active Learning for Delineation of Curvilinear Structures
2016. Conference on Computer Vision and Pattern Recognition, Las Vegas, Nevada, USA, 2016. p. 5231 – 5239. DOI : 10.1109/CVPR.2016.565.Projection onto the Manifold of Elongated Structures for Accurate Extraction
2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 11-18, 2015. p. 316 – 324. DOI : 10.1109/ICCV.2015.44.Localizing Polygonal Objects in Man-Made Environments
Lausanne, EPFL, 2015.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.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. p. 2273 – 2281. DOI : 10.1109/ICCV.2015.262.Introducing Geometry in Active Learning for Image Segmentation
2015. international conference in Computer Vision, Santiago, Chile, December 13-16, 2015. p. 2974 – 2982. DOI : 10.1109/ICCV.2015.340.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.TILDE: A Temporally Invariant Learned DEtector
2015. Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, p. 5279 – 5288. DOI : 10.1109/CVPR.2015.7299165.Progressive Geometric Algorithms
Journal Of Computational Geometry. 2015. Vol. 6, num. 2, p. 72 – 92. DOI : 10.20382/jocg.v6i2a5.Detecting and Tracking Cells using Network Flow Programming
2015
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.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.Authoring and Living Next-Generation Location-Based Experiences
2015. IEEE Virtual Reality, 2015.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.Modeling Brain Circuitry over a Wide Range of Scales
Frontiers in Neuroanatomy. 2015. Vol. 9, p. 42. DOI : 10.3389/fnana.2015.00042.LOD Generation for Urban Scenes
ACM Transactions on Graphics. 2015. Vol. 34, num. 3, p. 30. DOI : 10.1145/2732527.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.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.Kullback-Leibler Proximal Variational Inference
2015. Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, December 9, 2015. p. 3402 – 3410.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.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.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.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.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.Probability Occupancy Maps for Occluded Depth Images
2015. Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, June 7-12, 2015. p. 2829 – 2837. DOI : 10.1109/CVPR.2015.7298900.Learning Image Descriptors with Boosting
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015. Vol. 37, num. 3, p. 597 – 610. DOI : 10.1109/TPAMI.2014.2343961.Discriminative Learning of Deep Convolutional Feature Point Descriptors
2015. International Conference on Computer Vision, Santiago, Chile, December 13-16, 2015. p. 118 – 126. DOI : 10.1109/ICCV.2015.22.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. p. 4391 – 4399. DOI : 10.1109/ICCV.2015.499.Systems and methods for tracking interacting objects
US9794525; US2015281655.
2015.Tracking Interacting Objects in Image Sequences
Lausanne, EPFL, 2015.Special Section: Pose & Gesture
Computer Vision And Image Understanding. 2015. Vol. 141, p. 94 – 94. DOI : 10.1016/j.cviu.2015.10.011.Beyond KernelBoost
2014
Learning and Matching Binary Local Feature Descriptors
Lausanne, EPFL, 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.Better features for image categorization and segmentation
Lausanne, EPFL, 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.Reconstructing Evolving Tree Structures in Time Lapse Sequences
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, OH, USA, 2014. p. 3035 – 3042. DOI : 10.1109/CVPR.2014.388.[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.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.Dense Methods for Image Alignment with an Application to 3D Tracking
2014
Re-Identification for Improved People Tracking
Person Re-Identification; Springer, 2014. p. 309 – 330.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.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. p. 289 – 294. DOI : 10.1109/AVSS.2014.6918683.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.Dendritic tree extraction from noisy maximum intensity projection images in C-elegans
Biomedical Engineering Online. 2014. Vol. 13, p. 74. DOI : 10.1186/1475-925X-13-74.Efficient scanning for em based target localization
WO2014001157; US8588509.
2014.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.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.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.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 Rendering Synthetic Images for Training an Object Detector
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.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.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.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.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.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.Pose Estimation of Web-Shared Landscape Pictures
2014. Photogrammetric Computer Vision, Zürich, September 5-7,2014.Identity-Preserving Multiple People Tracking
Lausanne, EPFL, 2014.Robust 3D Tracking with Descriptor Fields
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 23-28, 2014. p. 3414 – 3421. DOI : 10.1109/CVPR.2014.436.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.Multiscale Centerline Detection by Learning a Scale-Space Distance Transform
2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 24-27, 2014. p. 2697 – 2704. DOI : 10.1109/CVPR.2014.351.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.Object Classification and Detection in High Dimensional Feature Space
Lausanne, EPFL, 2014.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.Tracklet-based Multi-Commodity Network Flow for Tracking Multiple People
EP2780871; EP2780871; WO2013072401; WO2013072401.
2013.Learning Context Cues for Synapse Segmentation
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.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.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.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.Keypoint Recognition using Random Forests and Random Ferns
Decision Forests for Computer Vision and Medical Image Analysis; Springer, 2013. p. 111 – 124.Semi-Automated Reconstruction of Curvilinear Structures in Noisy 2D images and 3D image stacks
2013
Learning Discriminative Features and Structured Models for Segmentation in Microscopy and Natural Images
Lausanne, EPFL, 2013.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.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.Method and apparatus for multiple object tracking with k-shortest paths
US8615107; US2013177200.
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.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
KernelBoost: Supervised Learning of Image Features For Classification
2013
Tracking Multiple Players using a Single Camera
2013
Multi-camera face detection and recognition applied to people tracking
2013.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.Boosting Binary Keypoint Descriptors
2013. Computer Vision and Pattern Recognition (CVPR), Portland, USA, p. 2874 – 2881. DOI : 10.1109/Cvpr.2013.370.Learning Separable Filters with Shared Parts
2013.Non-Linear Domain Adaptation with Boosting
2013. Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA, December 5-8, 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.Flash Scanning Electron Microscopy
2013. 16th Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 2013.Automated Reconstruction of Curvilinear Networks from 2D and 3D Imagery
Lausanne, EPFL, 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.Pose estimation of landscape images using DEM and orthophotos
2012. Int. Conference on Computer Vision in Remote Sensing CVRS, Xiamen, China.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.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.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.Learning Separable Filters
2012
Structured Image Segmentation using Kernelized Features
2012. European Conference on Computer Vision, Florence, Italy, October 2012.AUTOMATIC MAPPING FROM ULTRA-LIGHT UAV IMAGERY
2012. EuroCOW 2012, Barceloa, Spain, February 8-10, 2012.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.Real time multi-object tracking using multiple cameras
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.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.Transfer Learning by Sharing Support Vectors
2012
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.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.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.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.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.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.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.Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem
2012. International Conference on Swarm Intelligence, Brussels, Belgium, September, 2012.A Real-Time Deformable Detector
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. Vol. 34, num. 2, p. 225 – 239. DOI : 10.1109/TPAMI.2011.117.Learning 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.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.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.2012.6247722.3-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.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.Resolving Ambiguities in Monocular 3D Reconstruction of Deformable Surfaces
Lausanne, EPFL, 2012.PHOTOGRAMMETRIC PERFORMANCE OF AN ULTRA LIGHT WEIGHT SWINGLET UAV
2011. UAV-g, Zürich, September 14-16, 2011.Learning Real-Time Perspective Patch Rectification
International Journal of Computer Vision. 2011. Vol. 91, num. 1, p. 107 – . DOI : 10.1007/s11263-010-0379-x.myCopter – Enabling Technologies for Personal Aerial Transportation Systems.
2011. European Rotorcraft Forum, Vergiate/Gallarate, Italy, September 13-15, 2011.Automated Detection and Delineation of Tree Structures in Noisy Micrographs
Lausanne, EPFL, 2011.myCopter – Enabling Technologies for Personal Aerial Transportation Systems
2011. International HELI World Conference, Frankfurt/Main, Germany, 2011.Conditional Random Fields for Multi-Camera Object Detection
2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011. p. 563 – 570. DOI : 10.1109/ICCV.2011.6126289.Are Spatial and Global Constraints Really Necessary for Segmentation?
2011. IEEE International Conference on Computer Vision (ICCV), Barcelona, p. 9 – 16. DOI : 10.1109/ICCV.2011.6126219.Tracking Multiple People under Global Appearance Constraints
2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011. p. 137 – 144. DOI : 10.1109/ICCV.2011.6126235.Filter Learning for Linear Structure Segmentation
2011
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.Automated Quantification of Morphodynamics for High-Throughput Live Cell Imaging Datasets
2011