Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
-
Updated
Aug 27, 2021 - Python
Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
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
[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)
🤖🖌️ 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.
Multiframe Image Deconvolution (ICCV17)
Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"
Exposure Fusion Technique
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.
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
Handheld Multi-image Super-resolution [Wronski et al., SIGGRAPH19]. Non-official GPU-supported Python implementation.
An enhanced zi2zi project with word-oriented data augmentation, feature combination, and transfer learning.
Corrects perspective aberrations in wide-angle portraits. Implementation of the paper "Distortion-Free Wide-Angle Portraits on Camera Phones". Course project for 15-663 Computational Photography.
Master's project implementing depth estimation for spherical images using unsupervised learning with CNNs.
Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Lev…
colorize video using publicly available neural-networks
This repo contains lecture notes and codes for Computational Photography course on Udacity.
[PAMI] End-to-end Full Projector Compensation
Add a description, image, and links to the computational-photography topic page so that developers can more easily learn about it.
To associate your repository with the computational-photography topic, visit your repo's landing page and select "manage topics."