zmlmanly

fastdvdnet

FastDVDnet: A Very Fast Deep Video Denoising algorithm

dvdnet

DVDnet: A Simple and Fast Network for Deep Video Denoising

SCUNet

Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis (Machine Intelligence Research 2023)

weight-selection

SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

AISP

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

RawHDR

RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image, ICCV 2023

LED

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model

CameraNet_official

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

SGN_ICCV2019

The code for my ICCV paper: Self-Guided Network for Fast Image Denoising.

Low-Level-Vision-Paper-Record

记录近期的 1) 图像/视频的超分增强等low level vision任务; 2) 图像生成 等任务相关论文, 主要为18年以后的DL based方法.

Joint-HDRDN

pymultiscale

Multi-scale Transforms in 1D, 2D, and 3D

dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

VST-Net

VST-Net: Variance-stabilizing Transformation Inspired Network for Poisson Denoising

HDRUNet

CVPR2021 Workshop - HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization.

Image-Processing

davis-matlab

A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation

hdri-saturation-compensation

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

HDR-GAN

This is the implementation for HDR-GAN: HDR Image Reconstruction From Multi-Exposed LDR Images With Large Motions (TIP'2021)

papers

Summarizing the papers I have read (Japanese)

HDR-Transformer-PyTorch

The official PyTorch implementation of the ECCV 2022 paper: Ghost-free High Dynamic Range Imaging with Context-aware Transformer

HDR-Transformer

The official MegEngine implementation of the ECCV 2022 paper: Ghost-free High Dynamic Range Imaging with Context-aware Transformer

DATSR

PyTorch implementation of "Reference-based Image Super-Resolution with Deformable Attention Transformer (ECCV2022)"

srntt-pytorch

A PyTorch implementation of SRNTT, which is a novel RefSR method.