Michael S. Brown

Edit-aware RAW reconstruction CVPR 2026 RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution CVPR 2026 CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy ICCV 2025 Efficient Neural Network Encoding for 3D Color Lookup Tables AAAI 2025 Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP ICCV 2025 Multispectral Demosaicing via Dual Cameras ICCV 2025 Revisiting Image Fusion for Multi-Illuminant White-Balance Correction ICCV 2025 Spectral Sensitivity Estimation with an Uncalibrated Diffraction Grating ICCV 2025 Time-Aware Auto White Balance in Mobile Photography ICCV 2025 NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024 Examining Autoexposure for Challenging Scenes ICCV 2023 GamutMLP: A Lightweight MLP for Color Loss Recovery CVPR 2023 Graphics2RAW: Mapping Computer Graphics Images to Sensor RAW Images ICCV 2023 Physically-Plausible Illumination Distribution Estimation ICCV 2023 Auto White-Balance Correction for Mixed-Illuminant Scenes WACV 2022 Day-to-Night Image Synthesis for Training Nighttime Neural ISPs CVPR 2022 Extracting Vignetting and Grain Filter Effects From Photos WACV 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata CVPR 2022 Modeling sRGB Camera Noise With Normalizing Flows CVPR 2022 Neural Image Representations for Multi-Image Fusion and Layer Separation ECCV 2022 Noise2NoiseFlow: Realistic Camera Noise Modeling Without Clean Images CVPR 2022 HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms CVPR 2021 Learning Multi-Scale Photo Exposure Correction CVPR 2021 Learning To Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data ICCV 2021 Leveraging the Availability of Two Cameras for Illuminant Estimation CVPR 2021 Spatially Aware Metadata for Raw Reconstruction WACV 2021 Deep White-Balance Editing CVPR 2020 Defocus Deblurring Using Dual-Pixel Data ECCV 2020 Noise Flow: Noise Modeling With Conditional Normalizing Flows ICCV 2019 Reflection Removal Using a Dual-Pixel Sensor CVPR 2019 What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance ICCV 2019 When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images CVPR 2019 A High-Quality Denoising Dataset for Smartphone Cameras CVPR 2018 Classification-Driven Dynamic Image Enhancement CVPR 2018 Improving Color Reproduction Accuracy on Cameras CVPR 2018 Revisiting Autofocus for Smartphone Cameras ECCV 2018 A Non-Local Low-Rank Framework for Ultrasound Speckle Reduction CVPR 2017 Why You Should Forget Luminance Conversion and Do Something Better CVPR 2017 Do It Yourself Hyperspectral Imaging With Everyday Digital Cameras CVPR 2016 Rain Streak Removal Using Layer Priors CVPR 2016 RAW Image Reconstruction Using a Self-Contained sRGB-JPEG Image With Only 64 KB Overhead CVPR 2016 Two Illuminant Estimation and User Correction Preference CVPR 2016 Beyond White: Ground Truth Colors for Color Constancy Correction ICCV 2015 Effective Learning-Based Illuminant Estimation Using Simple Features CVPR 2015 Fast and Effective L0 Gradient Minimization by Region Fusion ICCV 2015 Nighttime Haze Removal With Glow and Multiple Light Colors ICCV 2015 SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs ICCV 2015 Raw-to-Raw: Mapping between Image Sensor Color Responses CVPR 2014 Single Image Layer Separation using Relative Smoothness CVPR 2014 A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting ICCV 2013 As-Projective-As-Possible Image Stitching with Moving DLT CVPR 2013 Exploiting Reflection Change for Automatic Reflection Removal ICCV 2013 Offline Mobile Instance Retrieval with a Small Memory Footprint ICCV 2013