Brown, Michael S.

81 publications

ICCV 2025 CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy Dongyoung Kim, Mahmoud Afifi, Dongyun Kim, Michael S. Brown, Seon Joo Kim

AAAI 2025 Efficient Neural Network Encoding for 3D Color Lookup Tables Vahid Zehtab, David B. Lindell, Marcus A. Brubaker, Michael S. Brown

ICCV 2025 Gain-MLP: Improving HDR Gain mAP Encoding via a Lightweight MLP Trevor D. Canham, SaiKiran Tedla, Michael J. Murdoch, Michael S. Brown

ICCV 2025 Multispectral Demosaicing via Dual Cameras SaiKiran Tedla, Junyong Lee, Beixuan Yang, Mahmoud Afifi, Michael S. Brown

ICCV 2025 Revisiting Image Fusion for Multi-Illuminant White-Balance Correction David Serrano-Lozano, Aditya Arora, Luis Herranz, Konstantinos G. Derpanis, Michael S. Brown, Javier Vazquez-Corral

ICCV 2025 Spectral Sensitivity Estimation with an Uncalibrated Diffraction Grating Lilika Makabe, Hiroaki Santo, Fumio Okura, Michael S. Brown, Yasuyuki Matsushita

ICCV 2025 Time-Aware Auto White Balance in Mobile Photography Mahmoud Afifi, Luxi Zhao, Abhijith Punnappurath, Mohamed A. Abdelsalam, Ran Zhang, Michael S. Brown

ECCV 2024 Learned Image Enhancement via Color Naming David Serrano-Lozano, Luis Herranz, Michael S Brown, Javier Vazquez-Corral

AAAI 2024 NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement Marcos V. Conde, Javier Vazquez-Corral, Michael S. Brown, Radu Timofte

ECCV 2024 Non-Parametric Sensor Noise Modeling and Synthesis Ali Mosleh, Luxi Zhao, Atin Vikram Singh, Jaeduk Han, Abhijith Punnappurath, Marcus A Brubaker, Jihwan Choe, Michael S Brown

ICCV 2023 Examining Autoexposure for Challenging Scenes SaiKiran Tedla, Beixuan Yang, Michael S. Brown

CVPR 2023 GamutMLP: A Lightweight MLP for Color Loss Recovery Hoang M. Le, Brian Price, Scott Cohen, Michael S. Brown

ICCV 2023 Graphics2RAW: Mapping Computer Graphics Images to Sensor RAW Images Donghwan Seo, Abhijith Punnappurath, Luxi Zhao, Abdelrahman Abdelhamed, Sai Kiran Tedla, Sanguk Park, Jihwan Choe, Michael S. Brown

CVPRW 2023 NTIRE 2023 Challenge on Image Denoising: Methods and Results Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Zhijun Tu, Kunpeng Du, Hailing Wang, Hanting Chen, Wei Li, Xiaofei Wang, Jie Hu, Yunhe Wang, Xiangyu Kong, Jinlong Wu, Dafeng Zhang, Jianxing Zhang, Shuai Liu, Furui Bai, Chaoyu Feng, Hao Wang, Yuqian Zhang, Guangqi Shao, Xiaotao Wang, Lei Lei, Rongjian Xu, Zhilu Zhang, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qi Wu, Mingyan Han, Shen Cheng, Haipeng Li, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Jinting Luo, Wenjie Lin, Lei Yu, Haoqiang Fan, Shuaicheng Liu, Aditya Arora, Syed Waqas Zamir, Javier Vazquez-Corral, Konstantinos G. Derpanis, Michael S. Brown, Hao Li, Zhihao Zhao, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Bo Yang, Jingxiang Chen, Chenghua Li, Xi Zhang, Zhao Zhang, Jiahuan Ren, Zhicheng Ji, Kang Miao, Suiyi Zhao, Huan Zheng, Yanyan Wei, Kangliang Liu, Xiangcheng Du, Sijie Liu, Yingbin Zheng, Xingjiao Wu, Cheng Jin, Rajeev Irny, Sriharsha Koundinya, Vighnesh Kamath, Gaurav Khandelwal, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Shijie Chen, Chengqiang Zhao, Huabin Yang, Zhongjian Zhang, Junjia Huang, Yanru Zhang

ICCV 2023 Physically-Plausible Illumination Distribution Estimation Egor Ershov, Vasily Tesalin, Ivan Ermakov, Michael S. Brown

WACV 2022 Auto White-Balance Correction for Mixed-Illuminant Scenes Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

CVPR 2022 Day-to-Night Image Synthesis for Training Nighttime Neural ISPs Abhijith Punnappurath, Abdullah Abuolaim, Abdelrahman Abdelhamed, Alex Levinshtein, Michael S. Brown

WACV 2022 Extracting Vignetting and Grain Filter Effects from Photos Abdelrahman Abdelhamed, Jonghwa Yim, Abhijith Punnappurath, Michael S. Brown, Jihwan Choe, Kihwan Kim

WACV 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown

CVPR 2022 Learning sRGB-to-Raw-RGB De-Rendering with Content-Aware Metadata Seonghyeon Nam, Abhijith Punnappurath, Marcus A. Brubaker, Michael S. Brown

CVPR 2022 Modeling sRGB Camera Noise with Normalizing Flows Shayan Kousha, Ali Maleky, Michael S. Brown, Marcus A. Brubaker

CVPRW 2022 NTIRE 2022 Challenge on Night Photography Rendering Egor I. Ershov, Alexey Savchik, Denis A. Shepelev, Nikola Banic, Michael S. Brown, Radu Timofte, Karlo Koscevic, Michael Freeman, Vasily Tesalin, Dmitry Bocharov, Illya Semenkov, Marko Subasic, Sven Loncaric, Arseniy P. Terekhin, Shuai Liu, Chaoyu Feng, Hao Wang, Ran Zhu, Yongqiang Li, Lei Lei, Zhihao Li, Si Yi, Linghao Han, Ruiqi Wu, Xin Jin, Chunle Guo, Furkan Kinli, Sami Mentes, Baris Özcan, Furkan Kiraç, Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Wei Li, Yipeng Ma, Tao Wang, Ruikang Xu, Fenglong Song, Wei-Ting Chen, Hao-Hsiang Yang, Zhi-Kai Huang, Hua-En Chang, Sy-Yen Kuo, Zhexin Liang, Shangchen Zhou, Ruicheng Feng, Chongyi Li, Xiangyu Chen, Binbin Song, Shile Zhang, Lin Liu, Zhendong Wang, Dohoon Ryu, Hyokyoung Bae, Taesung Kwon, Chaitra Desai, Nikhil Akalwadi, Amogh Joshi, Chinmayee Mandi, Sampada Malagi, Akash Uppin, Sai Sudheer Reddy, Ramesh Ashok Tabib, Ujwala Patil, Uma Mudenagudi

ECCV 2022 Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam, Marcus A. Brubaker, Michael S. Brown

CVPR 2022 Noise2NoiseFlow: Realistic Camera Noise Modeling Without Clean Images Ali Maleky, Shayan Kousha, Michael S. Brown, Marcus A. Brubaker

CVPR 2021 HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

CVPR 2021 Learning Multi-Scale Photo Exposure Correction Mahmoud Afifi, Konstantinos G. Derpanis, Bjorn Ommer, Michael S. Brown

ICCV 2021 Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly, Michael S. Brown, Peyman Milanfar

CVPR 2021 Leveraging the Availability of Two Cameras for Illuminant Estimation Abdelrahman Abdelhamed, Abhijith Punnappurath, Michael S. Brown

CVPRW 2021 NTIRE 2021 Challenge for Defocus Deblurring Using Dual-Pixel Images: Methods and Results Abdullah Abuolaim, Radu Timofte, Michael S. Brown

WACV 2021 Spatially Aware Metadata for Raw Reconstruction Abhijith Punnappurath, Michael S. Brown

ECCVW 2020 AIM 2020: Scene Relighting and Illumination Estimation Challenge Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte, Mahmoud Afifi, Michael S. Brown, Kele Xu, Hengxing Cai, Yuzhong Liu, Li-Wen Wang, Zhi-Song Liu, Chu-Tak Li, Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal, Tongtong Zhao, Shanshan Zhao, Sabari Nathan, M. Parisa Beham, R. Suganya, Qing Wang, Zhongyun Hu, Xin Huang, Yaning Li, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Densen Puthussery, P. S Hrishikesh, Melvin Kuriakose, C. V. Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

ECCV 2020 Defocus Deblurring Using Dual-Pixel Data Abdullah Abuolaim, Michael S. Brown

CVPRW 2020 NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar

CVPRW 2019 A Customized Camera Imaging Pipeline for Dermatological Imaging Hakki Can Karaimer, Iman Khodadad, Farnoud Kazemzadeh, Michael S. Brown

CVPRW 2019 NTIRE 2019 Challenge on Real Image Denoising: Methods and Results Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown, Songhyun Yu, Bumjun Park, Jechang Jeong, Seung-Won Jung, Dong-Wook Kim, Jae Ryun Chung, Jiaming Liu, Yuzhi Wang, Chi-Hao Wu, Qin Xu, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang, Kai Zhang, Wangmeng Zuo, Magauiya Zhussip, Dongwon Park, Shakarim Soltanayev, Se Young Chun, Zhiwei Xiong, Chang Chen, Muhammad Haris, Kazutoshi Akita, Tomoki Yoshida, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Sung-Jea Ko, Dong-Pan Lim, Seung-Wook Kim, Seo-Won Ji, Sang-Won Lee, Wenyi Tang, Yuchen Fan, Yuqian Zhou, Ding Liu, Thomas S. Huang, Deyu Meng, Lei Zhang, Hongwei Yong, Yiyun Zhao, Pengliang Tang, Yue Lu, Raimondo Schettini, Simone Bianco, Simone Zini, Chi Li, Yang Wang, Zhiguo Cao

ECCV 2018 Revisiting Autofocus for Smartphone Cameras Abdullah Abuolaim, Abhijith Punnappurath, Michael S. Brown

CVPR 2017 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction Lei Zhu, Chi-Wing Fu, Michael S. Brown, Pheng-Ann Heng

CVPR 2017 Why You Should Forget Luminance Conversion and Do Something Better Rang M. H. Nguyen, Michael S. Brown

ECCV 2016 A Software Platform for Manipulating the Camera Imaging Pipeline Hakki Can Karaimer, Michael S. Brown

CVPR 2016 Do It Yourself Hyperspectral Imaging with Everyday Digital Cameras Seoung Wug Oh, Michael S. Brown, Marc Pollefeys, Seon Joo Kim

WACV 2016 Mosaicing Scenes with a Quadcopter Meghshyam G. Prasad, Sharat Chandran, Michael S. Brown

CVPR 2016 RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image with Only 64 KB Overhead Rang M. H. Nguyen, Michael S. Brown

CVPR 2016 Rain Streak Removal Using Layer Priors Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown

CVPR 2016 Two Illuminant Estimation and User Correction Preference Dongliang Cheng, Abdelrahman Abdelhamed, Brian Price, Scott Cohen, Michael S. Brown

ICCVW 2015 A Hybrid Strategy for Illuminant Estimation Targeting Hard Images Roshanak Zakizadeh, Michael S. Brown, Graham D. Finlayson

WACV 2015 A Motion Blur Resilient Fiducial for Quadcopter Imaging Meghshyam G. Prasad, Sharat Chandran, Michael S. Brown

ICCV 2015 Beyond White: Ground Truth Colors for Color Constancy Correction Dongliang Cheng, Brian Price, Scott Cohen, Michael S. Brown

CVPR 2015 Effective Learning-Based Illuminant Estimation Using Simple Features Dongliang Cheng, Brian Price, Scott Cohen, Michael S. Brown

ICCV 2015 Fast and Effective L0 Gradient Minimization by Region Fusion Rang M. H. Nguyen, Michael S. Brown

ICCV 2015 Nighttime Haze Removal with Glow and Multiple Light Colors Yu Li, Robby T. Tan, Michael S. Brown

ICCV 2015 SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs Yu Li, Dongbo Min, Michael S. Brown, Minh N. Do, Jiangbo Lu

ECCV 2014 A Contrast Enhancement Framework with JPEG Artifacts Suppression Yu Li, Fangfang Guo, Robby T. Tan, Michael S. Brown

CVPR 2014 Raw-to-Raw: Mapping Between Image Sensor Color Responses Rang Nguyen, Dilip K. Prasad, Michael S. Brown

CVPR 2014 Single Image Layer Separation Using Relative Smoothness Yu Li, Michael S. Brown

ECCV 2014 Training-Based Spectral Reconstruction from a Single RGB Image Nguyen Ho Man Rang, Dilip K. Prasad, Michael S. Brown

ICCV 2013 A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting Inchang Choi, Sunyeong Kim, Michael S. Brown, Yu-Wing Tai

CVPR 2013 As-Projective-as-Possible Image Stitching with Moving DLT Julio Zaragoza, Tat-Jun Chin, Michael S. Brown, David Suter

ICCV 2013 Exploiting Reflection Change for Automatic Reflection Removal Yu Li, Michael S. Brown

ICCV 2013 Offline Mobile Instance Retrieval with a Small Memory Footprint Jayaguru Panda, Michael S. Brown, C.V. Jawahar

ICCVW 2013 Quick Approximation of Camera's Spectral Response from Casual Lighting Dilip K. Prasad, Rang Ho Man Nguyen, Michael S. Brown

ECCV 2012 In Defence of RANSAC for Outlier Rejection in Deformable Registration Quoc-Huy Tran, Tat-Jun Chin, Gustavo Carneiro, Michael S. Brown, David Suter

CVPR 2012 Nonlinear Camera Response Functions and Image Deblurring Sunyeong Kim, Yu-Wing Tai, Seon Joo Kim, Michael S. Brown, Yasuyuki Matsushita

ECCV 2012 Nonuniform Lattice Regression for Modeling the Camera Imaging Pipeline Hai Ting Lin, Zheng Lu, Seon Joo Kim, Michael S. Brown

CVPR 2012 Synthesizing Oil Painting Surface Geometry from a Single Photograph Wei Luo, Zheng Lu, Xiaogang Wang, Ying-Qing Xu, Moshe Ben-Ezra, Xiaoou Tang, Michael S. Brown

CVPR 2011 Constructing Image Panoramas Using Dual-Homography Warping Junhong Gao, Seon Joo Kim, Michael S. Brown

ICCV 2011 High Quality Depth mAP Upsampling for 3D-TOF Cameras Jaesik Park, Hyeongwoo Kim, Yu-Wing Tai, Michael S. Brown, In-So Kweon

ICCV 2011 Revisiting Radiometric Calibration for Color Computer Vision Hai Ting Lin, Seon Joo Kim, Sabine Süsstrunk, Michael S. Brown

CVPR 2010 A Framework for Ultra High Resolution 3D Imaging Zheng Lu, Yu-Wing Tai, Moshe Ben-Ezra, Michael S. Brown

ECCV 2010 Colorization for Single Image Super Resolution Shuaicheng Liu, Michael S. Brown, Seon Joo Kim, Yu-Wing Tai

CVPR 2010 Ink-Bleed Reduction Using Functional Minimization Grani Adiwena Hanasusanto, Zheng Wu, Michael S. Brown

CVPR 2010 Super Resolution Using Edge Prior and Single Image Detail Synthesis Yu-Wing Tai, Shuaicheng Liu, Michael S. Brown, Stephen Lin

CVPR 2009 Directed Assistance for Ink-Bleed Reduction in Old Documents Zheng Lu, Zheng Wu, Michael S. Brown

CVPR 2008 A Framework for Reducing Ink-Bleed in Old Documents Yi Huang, Michael S. Brown, Dong Xu

CVPR 2008 Image/video Deblurring Using a Hybrid Camera Yu-Wing Tai, Hao Du, Michael S. Brown, Stephen Lin

CVPR 2007 Multi-View Document Rectification Using Boundary Yau-Chat Tsoi, Michael S. Brown

CVPR 2007 Robust Estimation of Texture Flow via Dense Feature Sampling Yu-Wing Tai, Michael S. Brown, Chi-Keung Tang

CVPR 2006 Image Pre-Conditioning for Out-of-Focus Projector Blur Michael S. Brown, Peng Song, Tat-Jen Cham

CVPR 2005 Conformal Deskewing of Non-Planar Documents Michael S. Brown, Charles J. Pisula

ICCV 2005 Geometric and Photometric Restoration of Distorted Documents Mingxuan Sun, Ruigang Yang, Yun Lin, George V. Landon, W. Brent Seales, Michael S. Brown

CVPR 2004 Geometric and Shading Correction for Images of Printed Materials: A Unified Approach Using Boundary Yau-Chat Tsoi, Michael S. Brown

ICCV 2001 Document Restoration Using 3D Shape: A General Deskewing Algorithm for Arbitrarily Warped Documents Michael S. Brown, W. Brent Seales