← Authors

Michael S. Brown

52 papers · 2013–2025 · 5 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (64) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (11) 🏠 Conference Loyalist (24) 🀝 Dynamic Duo (10) πŸ”¬ Deep Specialist (33) πŸ† Keyword Champion (4) πŸ’Ž Century Club (52) πŸ“ˆ Trend Setter ❓ The Questioner πŸ—ƒοΈ Keyword Collector (229) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13) ⚑ Prolific Year (8)

Conferences

CVPR (24) ICCV (19) WACV (4) ECCV (3) AAAI (2)

Top co-authors

Mahmoud Afifi (10) Abhijith Punnappurath (9) Marcus A. Brubaker (8) Abdelrahman Abdelhamed (7) Yu Li (5) Scott Cohen (5) Brian Price (5) Abdullah Abuolaim (5) Rang M. H. Nguyen (3) SaiKiran Tedla (3)

Research topics

Computer Vision (2)

Keywords

image restoration (13) image processing (10) white balance (8) color constancy (7) color correction (7) neural network (5) illuminant estimation (5) image enhancement (5) convolutional neural network (4) image denoising (4) noise modeling (4) reflection removal (3) white balancing (3) deep neural network (3) spectral sensitivity (3) image reconstruction (3) depth estimation (3) illumination estimation (3) image generation (2) normalizing flow (2)

Papers

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