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TransCC: Transformer-based Multiple Illuminant Color Constancy Using Multitask Learning


Nov 16, 2022
Shuwei Li, Jikai Wang, Michael S. Brown, Robby T. Tan

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* 10 pages, 5 figures 

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Day-to-Night Image Synthesis for Training Nighttime Neural ISPs


Jun 06, 2022
Abhijith Punnappurath, Abdullah Abuolaim, Abdelrahman Abdelhamed, Alex Levinshtein, Michael S. Brown

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Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata


Jun 03, 2022
Seonghyeon Nam, Abhijith Punnappurath, Marcus A. Brubaker, Michael S. Brown

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* CVPR 2022 (GitHub: https://github.com/SamsungLabs/content-aware-metadata

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Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images


Jun 02, 2022
Ali Maleky, Shayan Kousha, Michael S. Brown, Marcus A. Brubaker

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* CVPR 2022 

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Modeling sRGB Camera Noise with Normalizing Flows


Jun 02, 2022
Shayan Kousha, Ali Maleky, Michael S. Brown, Marcus A. Brubaker

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* CVPR 2022 

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Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels


Nov 15, 2021
Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown

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Auto White-Balance Correction for Mixed-Illuminant Scenes


Oct 08, 2021
Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

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* WACV 2021 

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Neural Image Representations for Multi-Image Fusion and Layer Separation


Aug 24, 2021
Seonghyeon Nam, Marcus A. Brubaker, Michael S. Brown

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* Project page: http://snam.ml/research/nir 

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Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning


Aug 11, 2021
Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown

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