MB
Michael Brown
cs.CVeess.IVAlgorithmscs.AIArtificial IntelligenceArtifactsComputer Graphicscs.LGactive shape modelbasal slice selection
On Valency
published · living versionsW_kasytg4m·v1 · currentpublished
One Mistake, Three Layers: Persistence Rules Under Depth Correlation
with Maryam Rahimimovassagh, Sanjeda Sara Jennifer, Niloofar Yousefi
1 version
Preprints & journals
87 papers in the corpus · 2004–2026SpecKCast: Spectral Kalman Forecasting for Diffusion Acceleration2610.26837v1 · Javad Rajabi, Hakki Can Karaimer, David B. Lindell et al.2026 · 0 citationsarXivon Valency
PrismGPT: Proxy-Guided Learning for Region-Aware Photo Editing with Self-Synthesized Reasoning2609.24768v1 · Ke Zhao, Hue Nguyen, Abhijith Punnappurath et al.2026 · 0 citationsarXiv
Adaptive Color Grading2609.21169v1 · Trevor D. Canham, Abhijith Punnappurath, Michael S. Brown2026 · 0 citationsarXiv
Why Low-Light Cameras Go Color Blind: Removing Color Bias in Raw Denoising2607.11090v1 · Mohammad Mohammadi, Sina Honari, Stavros Tsogkas et al.2026 · 0 citationsarXiv
Mitigating Content Shift and Hallucination in GenAI Image Editing via Structural Refinement2605.30437v2 · Luxi Zhao, Michael S. Brown2026 · 0 citationsarXiv
Leveraging Color Naming for Image Enhancement.42090530 · Serrano-Lozano, David, Herranz, Luis, Brown, Michael S et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Addressing Image Authenticity When Cameras Use Generative AI2604.21879v1 · Umar Masud, Abhijith Punnappurath, Luxi Zhao et al.2026 · 0 citationsarXiv
RawGen: Learning Camera Raw Image Generation2604.00093v1 · Dongyoung Kim, Junyong Lee, Abhijith Punnappurath et al.2026 · 0 citationsarXiv
Underwater imaging without color distortions requires RAW capture2603.20823v2 · Derya Akkaynak, Michael S. Brown2026 · 0 citationsMethods in Ecology and Evolution (2026)
RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution2603.12493v1 · Ali Mosleh, Faraz Ali, Fengjia Zhang et al.2026 · 0 citationsarXiv
Generating the Past, Present and Future from a Motion-Blurred Image2512.19817v1 · SaiKiran Tedla, Kelly Zhu, Trevor Canham et al.2025 · 1 citationACM Trans. Graph. (SIGGRAPH Asia 2025), vol. 44, no. 6, pp. 1-15, Dec. 2025
Modular Neural Image Signal Processing2512.08564v3 · Mahmoud Afifi, Zhongling Wang, Ran Zhang et al.2025 · 0 citationsarXiv
Edit-aware RAW Reconstruction2512.05859v2 · Abhijith Punnappurath, Luxi Zhao, Ke Zhao et al.2025 · 0 citationsarXiv
Off the Planckian Locus: Using 2D Chromaticity to Improve In-Camera Color2511.17133v4 · SaiKiran Tedla, Joshua E. Little, Hakki Can Karaimer et al.2025 · 0 citationsarXiv
Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels2511.15496v2 · Maria Pilligua, David Serrano-Lozano, Pai Peng et al.2025 · 0 citationsarXiv
Raw-JPEG Adapter: Efficient Raw Image Compression with JPEG2509.19624v3 · Mahmoud Afifi, Ran Zhang, Michael S. Brown2025 · 1 citationarXiv
Spectral Sensitivity Estimation with an Uncalibrated Diffraction Grating2508.00330v1 · Lilika Makabe, Hiroaki Santo, Fumio Okura et al.2025 · 0 citationsarXiv
Improved mapping between illuminations and sensors for RAW images.40793593 · Punnappurath, Abhijith, Zhao, Luxi, Le, Hoang et al.2025 · 0 citationsJournal of the Optical Society of America. A, Optics, image science, and vision. 2025;42(8):1182-1190
Learning Camera-Agnostic White-Balance Preferences2507.01342v2 · Luxi Zhao, Mahmoud Afifi, Michael S. Brown2025 · 1 citationarXiv
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy2504.07959v2 · Dongyoung Kim, Mahmoud Afifi, Dongyun Kim et al.2025 · 6 citationsarXiv
Time-Aware Auto White Balance in Mobile Photography2504.05623v2 · Mahmoud Afifi, Luxi Zhao, Abhijith Punnappurath et al.2025 · 4 citationsarXiv
Examining Joint Demosaicing and Denoising for Single-, Quad-, and Nona-Bayer Patterns2504.07145v2 · SaiKiran Tedla, Abhijith Punnappurath, Luxi Zhao et al.2025 · 2 citationsarXiv
Multispectral Demosaicing via Dual Cameras2503.22026v3 · SaiKiran Tedla, Junyong Lee, Beixuan Yang et al.2025 · 1 citationarXiv
Revisiting Image Fusion for Multi-Illuminant White-Balance Correction2503.14774v1 · David Serrano-Lozano, Aditya Arora, Luis Herranz et al.2025 · 1 citationarXiv
Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP2503.11883v1 · Trevor D. Canham, SaiKiran Tedla, Michael J. Murdoch et al.2025 · 3 citationsarXiv
Efficient Neural Network Encoding for 3D Color Lookup Tables2412.15438v1 · Vahid Zehtab, David B. Lindell, Marcus A. Brubaker et al.2024 · 0 citationsarXiv
NamedCurves: Learned Image Enhancement via Color Naming2407.09892v1 · David Serrano-Lozano, Luis Herranz, Michael S. Brown et al.2024 · 3 citationsarXiv
Mixed Graph Signal Analysis of Joint Image Denoising / Interpolation2309.10114v2 · Niruhan Viswarupan, Gene Cheung, Fengbo Lan et al.2023 · 3 citationsarXiv
Examining Autoexposure for Challenging Scenes2309.04542v1 · SaiKiran Tedla, Beixuan Yang, Michael S. Brown2023 · 4 citationsarXiv
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement2306.11920v3 · Marcos V. Conde, Javier Vazquez-Corral, Michael S. Brown et al.2023 · 22 citationsarXiv
GamutMLP: A Lightweight MLP for Color Loss Recovery2304.11743v1 · Hoang M. Le, Brian Price, Scott Cohen et al.2023 · 10 citationsarXiv
MIMT: Multi-Illuminant Color Constancy via Multi-Task Local Surface and Light Color Learning2211.08772v3 · Shuwei Li, Jikai Wang, Michael S. Brown et al.2022 · 4 citationsarXiv
A Little Bit More: Bitplane-Wise Bit-Depth Recovery.34748481 · Punnappurath, Abhijith, Brown, Michael S2022 · 31 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(12):9718-9724
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks.33798069 · Afifi, Mahmoud, Abdelhamed, Abdelrahman, Abuolaim, Abdullah et al.2022 · 50 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(9):4688-4700
Day-to-Night Image Synthesis for Training Nighttime Neural ISPs2206.02715v1 · Abhijith Punnappurath, Abdullah Abuolaim, Abdelrahman Abdelhamed et al.2022 · 39 citationsarXiv
Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata2206.01813v1 · Seonghyeon Nam, Abhijith Punnappurath, Marcus A. Brubaker et al.2022 · 20 citationsarXiv
Modeling sRGB Camera Noise with Normalizing Flows2206.00812v1 · Shayan Kousha, Ali Maleky, Michael S. Brown et al.2022 · 26 citationsarXiv
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images2206.01103v1 · Ali Maleky, Shayan Kousha, Michael S. Brown et al.2022 · 25 citationsarXiv
Analyzing color imaging failure on consumer-grade cameras.36215524 · Tedla, SaiKiran, Wang, Yunyuan, Patel, Maitri et al.2022 · 6 citationsJournal of the Optical Society of America. A, Optics, image science, and vision. 2022;39(6):B21-B27
Multi-View Motion Synthesis via Applying Rotated Dual-Pixel Blur Kernels2111.07837v1 · Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown2021 · 5 citationsarXiv
Auto White-Balance Correction for Mixed-Illuminant Scenes2109.08750v2 · Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown2021 · 59 citationsWACV 2021
Mobile Computational Photography: A Tour.34524880 · Delbracio, Mauricio, Kelly, Damien, Brown, Michael S et al.2022 · 91 citationsAnnual review of vision science. 2021;7:571-604
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning2108.05251v2 · Abdullah Abuolaim, Mahmoud Afifi, Michael S. Brown2021 · 60 citationsarXiv
Neural Image Representations for Multi-Image Fusion and Layer Separation2108.01199v4 · Seonghyeon Nam, Marcus A. Brubaker, Michael S. Brown2021 · 19 citationsarXiv
CAMS: Color-Aware Multi-Style Transfer2106.13920v2 · Mahmoud Afifi, Abdullah Abuolaim, Mostafa Hussien et al.2021 · 2 citationsarXiv
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data2012.03255v2 · Abdullah Abuolaim, Mauricio Delbracio, Damien Kelly et al.2020 · 81 citationsarXiv
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms2011.11731v2 · Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown2020 · 156 citationsarXiv
AIM 2020: Scene Relighting and Illumination Estimation Challenge2009.12798v1 · Majed El Helou, Ruofan Zhou, Sabine Susstrunk et al.2020 · 50 citationsarXiv
Interactive White Balancing for Camera-Rendered Images2009.12632v1 · Mahmoud Afifi, Michael S. Brown2020 · 21 citationsarXiv
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results2005.04117v1 · Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte et al.2020 · 83 citationsarXiv
Career total: 284 works. 87 are in this corpus.Showing the 50 most recent.
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