Yannick's Picture

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@a***e.com.

CV | Google Scholar | Thesis | Github

Research

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.