Vincent Lepetit

Prof. Vincent LEPETIT



After more than 10 great years at CVLab, I started a new group on Computer Vision and Augmented Reality at TU Graz. I am still part-time at EPFL as an invited professor.

 

Collaborators

Selim Benhimane (Metaio) - Marie-Odile Berger (my PhD advisor, INRIA/LORIA) - Matthew Brown (University of Bath) - Michael Calonder (CVLab) - Mario Christoudias (CVLab) - Andrea Fossati (ETHZ) - Pascal Fua (CVLab) - Stefan Hinterstoisser (TU Munich) - Slobodan Ilic (TU Munich) - Kiyoung Kim (Qualcomm) - Kurt Konolige (Industrial Perception) - Wonwoo Lee (Qualcomm) - Francesc Moreno-Noguer (Institut de Robòtica i Informàtica Industrial) - Nassir Navab (TU Munich) - Mustafa Özuysal (Izmir Institute of Technology) - Youngmin Park (Qualcomm) - Julien Pilet (CVLab) - Roberto Rigamonti (CVLab) - Mathieu Salzmann (NICTA, Canberra Research Laboratory) - Ali Shahrokni (2d3) - Gilles Simon (University of Nancy/LORIA) - Kevin Smith (ETH Zurich) - Engin Tola (aurvis r&d) - Tomasz Trzcinski (CVLab) - Luca Vacchetti (Qualivision) - Haibo Wang - Woontack Woo (Kaist) -

Research

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Descriptor Fields

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Learning to Extract Image Feature with Regression

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(Binary) Local Descriptors

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Nearest-Neighbor Search in Binary Space

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Learning Separable Filters

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Learning Image Features for Linear Structure Segmentation

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Are Sparse Representations really Relevant for Classification?

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Real-Time Object Detection

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Cell Detection and Tracking

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Daisy and Dense Wide Baseline Reconstruction

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Real-Time Patch Rectification

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Closed-Form PnP and Closed-Form "Deformable PnP"

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Real-Time Keypoint Recognition

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3D Tracking using Specular Reflections

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Template-Based 3D Tracking

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Deformable Surfaces Registration

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3D Tracking using Feature Points

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Handling Occlusions in Augmented Reality

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Magic Books

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Other Stuff on Augmented Reality

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2D Tracking of Fast Motion

Misc

General Chair for ISMAR'11.

Area Chair for ISMAR'07, ISMAR'09. ECCV'10, CVPR'11, ACCV'12, CVPR'13, ECCV'14, ACCV'14.

Program Chair for ISMAR'10.

Associate Editor for IJCV, CVIU.

Co-organizer of NORDIA'08, workshop at CVPR'08, and DEFORM'06, workshop at BMVC'06.

Program committee member at ECCV'06, CVPR'06, ISMAR'06, VR'07, CVPR'07, ACCV'07, ICCV'07, ECCV'08, ICPR'08, BMVC'08, ISMAR'08, NIPS'08, CVPR'09, ICCV'09, BMVC'09, ACCV'09, NIPS'09, CVPR'10, BMVC'10, RSS'10, NIPS'10, BMVC'11, ICCV'11, CVPR'12, CVPR'13, ICCV'13, NIPS'13, CVPR'14.

Regular reviewer for PAMI, IJCV, CVIU, IP, PR, T-RO.

Involved in the STAR (completed), VIBES (completed), DYVINE (completed), PEGASE (completed), PHAROS (completed) European projects.

Main Publications

PhD Thesis

V. Lepetit. Gestion des occultations en Réalité Augmentée. Thèse d'université, Université Henri Poincaré, Nancy, May 2001.

Book Chapters

Journal Papers

Conference Papers

Technical Report