TianhaoWu16

Scale-Equivariant-Imaging

The implementation of "Self-Supervised Learning for Image Super-Resolution and Deblurring" by Jérémy Scanvic, Mike Davies, Patrice Abry, and Julián Tachella

solved-ee5175-lab3-space-invariant-and-space-variant-blurring

Space-variant-gaussian-blur

Space-variant-Blurring

CMOS

[CVPR 2023] Better “CMOS” Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution

psf_interpolation

PSF interpolation method from Hirsch, M., Sra, S., Scholkopf, B., & Harmeling, S. (2010). Efficient filter flow for space-variant multiframe blind deconvolution.

Fast-non-uniform-image-blurring-with-arbitrary-PSF

Efficient method adopted from Astrophysics for image blurring with arbitrary PSF distribution

RealBlur

Repository for Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

SelfDeblur

Neural Blind Deconvolution Using Deep Priors (CVPR 2020)

MANet

Official PyTorch code for Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution (MANet, ICCV2021)

unsupervisedMFBD

Learning to do multiframe blind deconvolution unsupervisedly

DeepRED

DeepRED: Deep Image Prior Powered by RED

Awesome-Image-Prior

J-MKPD

BasicLFSR

Open Source Light Field Toolbox for Super-Resolution

Motion_Deblur_Kernel_Estimation

Blind Deblur with kernel estimation by using diffusion models

UAUDeblur

LFSRDiff

LFSRDiff: Light Field Image Super-Resolution via Diffusion Models

Non-blind-and-Blind-Deconvolution-under-Poisson-noise

Non-blind and Blind Deconvolution under Poisson noise via Fractional-order Total Variation

Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

phase-recovery

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

toy_pr

toy phase retrieval alogrithm in MATLAB include: ER, HIO, DM, ASR, RAAR

SIRSTD

A dataset for IR object detection.

TransSfP

Repository for paper "Transparent Shape from Single Polarization Images"

BasicIRSTD

BasicIRSTD toolbox

LESPS

Repository for "Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision", CVPR, 2023

Multi-level-TransUNet-for-Space-based-Infrared-Tiny-ship-Detection

unet-keras

这是一个unet-keras的源码，可以用于训练自己的模型。

evaluation-toolkit

Toolkit to compute metric scores, create figures, and validate submissions

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。