Android Camera that uses Enhanced image processing

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

🤖🖌️ Generate photo-realistic textures based on source images or (soon) PBR materials. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"

Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)

Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017

A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.

[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)

Handheld Multi-image Super-resolution [Wronski et al., SIGGRAPH19]. Non-official GPU-supported Python implementation.

Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)

Multiframe Image Deconvolution (ICCV17)

🌕 [AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)