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Yannick Hold-Geoffroy

Yannick Hold

I am a research engineer at Adobe Research. My research interests lie in computer vision and machine learning; my focus is in learning and using priors from natural images. At Adobe, I worked on Dimension's match image perspective and lighting technologies.

I received my Ph.D. from the Computer Vision and Systems Laboratory of Laval University under the supervision of Jean-François Lalonde and Paulo Gotardo.

I can be reached by email at holdgeof@ad*be.com.

CV | Google Scholar | Thesis | Github

Research

eccv20 drv thumbnail Deep Reflectance Volumes: Relightable Reconstructions from Multi-View Photometric Images
Sai Bi, Zexiang Xu, Kalyan Sunkavalli, Milos Hasan, Yannick Hold-Geoffroy, David Kriegman, Ravi Ramamoorthi
European Conference on Computer Vision, 2020 (spotlight)
[Paper] [Supplementary material] [Video]
eccv20 mdp deep multi depth panorama thumbnail Deep Multi Depth Panoramas for View Synthesis
Kai-En Lin, Zexiang Xu, Ben Mildenhall, Pratul P. Srinivasan, Yannick Hold-Geoffroy, Stephen DiVerdi, Qi Sun, Kalyan Sunkavalli, Ravi Ramamoorthi
European Conference on Computer Vision, 2020
eccv20 single view metrology in the wild thumbnail Single View Metrology in the Wild
Rui Zhu, Xingyi Yang, Yannick Hold-Geoffroy, Federico Perazzi, Jonathan Eisenmann, Kalyan Sunkavalli, Manmohan Chandraker
European Conference on Computer Vision, 2020
[Paper (preprint)] [Paper] [Slides] [Video]
eccv20 landscape oudoor ar thumbnail LandscapeAR: Large Scale Outdoor Augmented Reality by Matching Photographs with Terrain Models Using Learned Descriptors
Jan Brejcha, Michal Lukáč, Yannick Hold-Geoffroy, Oliver Wang, Martin Čadík,
European Conference on Computer Vision, 2020
wacv20 automatic caricature thumbnail RGB2AO: Ambient Occlusion Generation from RGB Images
Naoto Inoue, Daichi Ito, Yannick Hold-Geoffroy, Long Mai, Brian Price, Toshihiko Yamasaki
Computer Graphics Forum (proceedings of Eurographics), 2020
[Paper (preprint)] [Paper] [Supplementary material] [Bibtex] [Video]
wacv20 automatic caricature thumbnail AutoToon: Automatic Geometric Warping for Face Cartoon Generation
Julia Gong, Y. Hold-Geoffroy, Jingwan Lu
The IEEE Winter Conference on Applications of Computer Vision (WACV), 2020
cvpr19 deep sky model thumbnail Single Day Outdoor Photometric Stereo
Y. Hold-Geoffroy, P. F. U. Gotardo, and J.-F. Lalonde
IEEE Transations on Pattern Analysis and Machine Intelligence (TPAMI), 2020
cvpr19 deep parametric lighting estimation thumbnail Deep Parametric Indoor Lighting Estimation
Marc-André Gardner, Yannick Hold-Geoffroy, K. Sunkavalli, C. Gagné, J.-F. Lalonde
IEEE International Conference on Computer Vision (ICCV), 2019
cvpr19 deep sky model thumbnail Deep Sky Modeling for Single Image Outdoor Lighting Estimation
Y. Hold-Geoffroy, A. Athawale, and J.-F. Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Oral presentation!
cvpr19 all weather estimation thumbnail All-Weather Deep Outdoor Lighting Estimation
J. Zhang, K. Sunkavalli, Y. Hold-Geoffroy, S. Hadap, J. Eisenmann, and J.-F. Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
cvpr18 thumbnail A Perceptual Measure for Deep Single Image Camera Calibration
Y. Hold-Geoffroy, K. Sunkavalli, J. Eisenmann, M. Fisher, S. Hadap, E. Gambaretto, and J.-F. Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Demo available on the project webpage.
cvpr17 thumbnail Deep Outdoor Illumination Estimation
Y. Hold-Geoffroy, K. Sunkavalli, S. Hadap, E. Gambaretto, and J.-F. Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Oral presentation!
Demo available on the project webpage.
patent thumbnail Extrapolating lighting conditions from a single digital image
Patent US 20,180,359,416 A1, granted December 2018, Adobe Systems Incorporated
3dv15 thumbnail x-hour Outdoor Photometric Stereo
Y. Hold-Geoffroy, J. Zhang, P. F. U. Gotardo, and J.-F. Lalonde
International Conference on 3D Vision (3DV), 2015
Best paper award (runner up)!
Code and data available.
iccp15 thumbnail What Is a Good Day for Outdoor Photometric Stereo?
Y. Hold-Geoffroy, J. Zhang, P. F. U. Gotardo, and J.-F. Lalonde
IEEE International Conference on Computational Photography (ICCP), 2015
Code and data available.