Yannick Hold-Geoffroy
Yannick Hold
I am a senior research scientist and 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.
Research
Snapshot polarimetric
diffuse-specular separationAkshat Dave, Yannick Hold-Geoffroy, Miloš Hašan, Kalyan Sunkavalli, Ashok Veeraraghavan
Optics Express, 2022
[PDF]
Guided Co-Modulated GAN for 360° Field of View
ExtrapolationMohammad Reza Karimi Dastjerdi, Yannick Hold-Geoffroy, Jonathan Eisenmann, Siavash Khodadadeh, J.-F. Lalonde
International Conference on 3D Vision (3DV), 2022
[Project Page]
[ArXiv]
Material Swapping for 3D Scenes using a
Learnt Material Similarity MeasureMaxine Perroni-Scharf, Kalyan Sunkavalli, Jonathan Eisenmann, Yannick Hold-Geoffroy
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Presented at the Women in Computer Vision Workshop
[Project page]
[PDF]
Presented at the Women in Computer Vision Workshop
PhotoScene: Photorealistic
Material and Lighting Transfer for Indoor ScenesYu-Ying Yeh, Zhengqin Li, Yannick Hold-Geoffroy, Rui Zhu, Zexiang Xu, Miloš Hašan, Kalyan Sunkavalli, Manmohan Chandraker
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Project page]
[ArXiv]
[PDF]
[Code]
Temporally
Consistent Relighting for Portrait VideosSreenithy Chandran, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Zhixin Shu, Suren Jayasuriya
Workshop on Applications of Computational Imaging co-located with WACV, 2022
[PDF]
NeuTex: Neural Texture Mapping for Volumetric Neural
RenderingFanbo Xiang, Zexiang Xu, Miloš Hašan, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Hao Su
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[ArXiv]
[PDF]
[Video]
[Code]
Deep Reflectance Volumes: Relightable
Reconstructions from Multi-View Photometric ImagesSai Bi, Zexiang Xu, Kalyan Sunkavalli, Miloš Hašan, Yannick Hold-Geoffroy, David Kriegman, Ravi Ramamoorthi
European Conference on Computer Vision, 2020 (spotlight)
[PDF]
[Supplement]
[Video]
Deep Multi Depth Panoramas for View
SynthesisKai-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
Single View Metrology in the WildRui Zhu, Xingyi Yang, Yannick Hold-Geoffroy, Federico Perazzi, Jonathan Eisenmann, Kalyan Sunkavalli, Manmohan Chandraker
European Conference on Computer Vision, 2020
[PDF (preprint)]
[PDF]
[Slides]
[Video]
LandscapeAR: Large Scale Outdoor Augmented
Reality by Matching Photographs with Terrain Models Using Learned DescriptorsJan Brejcha, Michal Lukáč, Yannick Hold-Geoffroy, Oliver Wang, Martin Čadík,
European Conference on Computer Vision, 2020
RGB2AO: Ambient Occlusion
Generation from RGB ImagesNaoto Inoue, Daichi Ito, Yannick Hold-Geoffroy, Long Mai, Brian Price, Toshihiko Yamasaki
Computer Graphics Forum (proceedings of Eurographics), 2020
[PDF (preprint)]
[PDF]
[Supplement]
[BibTeX]
[Video]
AutoToon: Automatic Geometric Warping
for Face Cartoon GenerationJulia Gong, Yannick Hold-Geoffroy, Jingwan Lu
The IEEE Winter Conference on Applications of Computer Vision (WACV), 2020
Single Day Outdoor Photometric StereoYannick Hold-Geoffroy, P. F. U. Gotardo, and J.-F. Lalonde
IEEE Transations on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Deep Parametric Indoor Lighting
EstimationMarc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, J.-F. Lalonde
IEEE International Conference on Computer Vision (ICCV), 2019
Deep Sky Modeling for Single Image Outdoor
Lighting EstimationYannick Hold-Geoffroy, Akshaya Athwale, and Jean-François Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Oral presentation!
All-Weather Deep Outdoor Lighting
EstimationJinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Sunil Hadap, J Eisenmann, and Jean-François Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
A
Perceptual Measure for Deep Single Image Camera CalibrationYannick Hold-Geoffroy, Kalyan Sunkavalli, J Eisenmann, Matthew Fisher, Sunil Hadap, Emiliano Gambaretto, and Jean-François Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Demo available on the project webpage.
Deep Outdoor
Illumination EstimationYannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, and Jean-François Lalonde
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
Oral presentation!
Demo available on the project
webpage.
x-hour Outdoor
Photometric StereoYannick Hold-Geoffroy, Jinsong Zhang, Paulo F. U. Gotardo, and Jean-François Lalonde
International Conference on 3D Vision (3DV), 2015
Best paper award (runner up)!
Code and data available.
What Is a Good Day for
Outdoor Photometric Stereo?Yannick Hold-Geoffroy, Jinsong Zhang, Paulo F. U. Gotardo, and Jean-François Lalonde
IEEE International Conference on Computational Photography (ICCP), 2015
Code and data available.