Differentiable Rendering of Neural SDFs through Reparameterization

Author:

Bangaru Sai Praveen1ORCID,Gharbi Michael2,Luan Fujun2,Li Tzu-Mao3,Sunkavalli Kalyan2,Hasan Milos2,Bi Sai2,Xu Zexiang2,Bernstein Gilbert4,Durand Fredo1

Affiliation:

1. Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, United States of America

2. Adobe Research, United States of America

3. University of California San Diego, United States of America

4. Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, United States of America and UC Berkeley, United States of America

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference50 articles.

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2. Matan Atzmon and Yaron Lipman . 2020 . SAL: Sign Agnostic Learning of Shapes From Raw Data. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Matan Atzmon and Yaron Lipman. 2020. SAL: Sign Agnostic Learning of Shapes From Raw Data. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

3. Unbiased warped-area sampling for differentiable rendering

4. Sai Bi Zexiang Xu Pratul P. Srinivasan Ben Mildenhall Kalyan Sunkavalli Milos Hasan Yannick Hold-Geoffroy David J. Kriegman and Ravi Ramamoorthi. 2020a. Neural Reflectance Fields for Appearance Acquisition. CoRR abs/2008.03824(2020). Sai Bi Zexiang Xu Pratul P. Srinivasan Ben Mildenhall Kalyan Sunkavalli Milos Hasan Yannick Hold-Geoffroy David J. Kriegman and Ravi Ramamoorthi. 2020a. Neural Reflectance Fields for Appearance Acquisition. CoRR abs/2008.03824(2020).

5. Deep Reflectance Volumes: Relightable Reconstructions from Multi-view Photometric Images

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