This source code is for our paper Qianyu Wang, Yanqing Guo, Jun Guo, and Xiangwei Kong, "Synthesis K-SVD Based Analysis Dictionary Learning for Pattern Classification," in Multimedia Tools and Appl…

Tensor Robust Principal Component Analysis (TRPCA) based on a new tensor nuclear norm

Accelerated Alternating Projections for Robust Principal Component Analysis

generate realistic atmospheric input parameters for point-spread function simulations in GalSim

[ICIP '22] A comparison of different atmospheric turbulence simulation methods for image restoration

This repository is an official PyTorch implementation of the paper "Image Formation Model Guided Deep Image Super-Resolution" from AAAI 2020.

Determining optical flow by using Horn-Schunck method and Lucas-Kanade method

[ICCV2023] Physics-Driven Turbulence Image Restoration with Stochastic Refinement. Ajay Jaiswal, Xingguang Zhang, Stanley Chan, and Zhangyang Wang

Automatic Stitching and Detection Algorithm for Corneal Nerve Images Based on Optical Flow Information

Matlab code for all variants of robust PCA and SPCP

Code to implement blind deblurring algorithm using local gradient product prior.

A imagery database for machine learning experiments, atmospheric turbulence characterization, and turbulence restoration research.

Image deblur is basically realized using Python, which based on methods desvribed by the paper "Image deblurring with blurred/noisy image pairs." Yuan etc,

Implementation of the iterative blind deblurring algorithm with PSF size estimation