Vincent Lepetit

Univ.-Prof. Dr.

20142020
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Research Output 2014 2019

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2019

AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation

Coupé, P., Mansencal, B., Clément, M., Giraud, R., de Senneville, B. D., Ta, V-T., Lepetit, V. & V Manjon, J., 2019, In : arXiv.org e-Print archive. 8 p.

Research output: Contribution to journalArticleResearch

Magnetic resonance imaging
Brain
Decision making
Labels
Processing

HO-3D: A Multi-User, Multi-Object Dataset for Joint 3D Hand-Object Pose Estimation

Hampali Shivakumar, S., Oberweger, M., Rad, M. & Lepetit, V., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Color
Cameras
Global optimization
Labeling
Imaging techniques

SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation

Ramamonjisoa, M. & Lepetit, V., 2019, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

Recovery
Augmented reality
Object recognition
Tuning
Pixels
2018

Domain Transfer for 3D Pose Estimation from Color Images without Manual Annotations

Rad, M., Oberweger, M. & Lepetit, V., 8 Oct 2018, In : arXiv.org e-Print archive. 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View

Pumarola, A., Agudo, A., Porzi, L., Sanfeliu, A., Lepetit, V. & Moreno-Noguer, F., 27 Sep 2018, In : arXiv.org e-Print archive. 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Learning Latent Representations of 3D Human Pose with Deep Neural Networks

Katircioglu, I., Tekin, B., Salzmann, M. & Lepetit, V., 2018, In : International Journal of Computer Vision.

Research output: Contribution to journalArticleResearchpeer-review

Learning to Find Good Correspondences

Yi, K. M., Trulls, E., Ono, Y., Lepetit, V., Salzmann, M. & Fua, P., 2018, In : arXiv.org e-Print archive. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Making Deep Heatmaps Robust to Partial Occlusions for 3D Object Pose Estimation

Oberweger, M., Rad, M. & Lepetit, V., 11 Apr 2018, In : arXiv.org e-Print archive. 26 p.

Research output: Contribution to journalArticleResearchpeer-review

2017

Detecting Flying Objects Using a Single Moving Camera

Rozantsev, A., Lepetit, V. & Fua, P., 1 May 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 5, p. 879-892 14 p., 7466125.

Research output: Contribution to journalArticleResearchpeer-review

Unmanned aerial vehicles (UAV)
Aircraft
Camera
Cameras
Motion
2016

Pose-specific non-linear mappings in feature space towards multiview facial expression recognition

Jampour, M., Lepetit, V., Mauthner, T. & Bischof, H., 2016, In : Image and Vision Computing.

Research output: Contribution to journalArticleResearchpeer-review

2015

Instant Outdoor Localization and SLAM Initialization from 2.5D Maps

Lepetit, V., 2015, In : IEEE transactions on visualization and computer graphics. p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

Learning Image Descriptors with Boosting

Lepetit, V., Trzcinski, T. & Christoudias, M., 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-14

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Learning Separable Filters

Lepetit, V., 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-13

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

On Rendering Synthetic Images for Training an Object Detector

Lepetit, V., 2015, In : Computer vision and image understanding. p. 1-30

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File