RGB↔X: Image decomposition and synthesis using material- and lighting-aware diffusion models

Author:

Zeng Zheng1ORCID,Deschaintre Valentin2ORCID,Georgiev Iliyan2ORCID,Hold-Geoffroy Yannick3ORCID,Hu Yiwei4ORCID,Luan Fujun4ORCID,Yan Ling-Qi1ORCID,Hašan Miloš4ORCID

Affiliation:

1. University of California, Santa Barbara, United States of America

2. Adobe Research, United Kingdom

3. Adobe Research, Canada

4. Adobe Research, United States of America

Publisher

ACM

Reference47 articles.

1. Harry Barrow, J Tenenbaum, A Hanson, and E Riseman. 1978. Recovering intrinsic scene characteristics. Comput. vis. syst 2, 3-26 (1978), 2.

2. Intrinsic images in the wild

3. Anand Bhattad, Daniel McKee, Derek Hoiem, and David Forsyth. 2024. Stylegan knows normal, depth, albedo, and more. Advances in Neural Information Processing Systems 36 (2024).

4. Reiner Birkl, Diana Wofk, and Matthias Müller. 2023. MiDaS v3.1 – A Model Zoo for Robust Monocular Relative Depth Estimation. arXiv preprint arXiv:2307.14460 (2023).

5. Tim Brooks Aleksander Holynski and Alexei A. Efros. 2023. InstructPix2Pix: Learning to Follow Image Editing Instructions. In CVPR.

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