AI-Generated Visual Content (AIGVC) Detection

This repo is a collection of AWESOME things about fake news detection, including papers, code, etc.

"PanCollection" for Remote Sensing Pansharpening

📚 A collection of Deep Learning based Image Colorization and Video Colorization papers.

Code of P2Sharpen: A progressive pansharpening network with deep spectral transformation.

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

This is a python version for image quality assessment methods used in pansharpening/superreolution

Parallel Image Smoothing via L0 Gradient Minimization

Python implementation of CVPR 2019 Oral paper "Side Window Filtering"

Code of GTP-PNet: A residual learning network based on gradient transformation prior for pansharpening.

Training Code for MWCNN in PyTorch environment

A differentiable Haar wavelet operator implementation in Pytorch.

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

Code for the paper: "Fusformer: A Transformer-based Fusion Approach for Hyperspectral Image Super-resolution"

Official PyTorch implementation of our AAAI22 paper: TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework via Self-Supervised Multi-Task Learning.

SwinIR: Image Restoration Using Swin Transformer (official repository)

Official Implementation of Fast End-to-End Trainable Guided Filter, CVPR 2018

Source Code and Datasets for "A Deep-Shallow Fusion Network with Multi-Detail Extractor and Spectral Attention for Hyperspectral Pansharpening, IEEE J-STARS, 2022"

DLPan Toolbox for Pansharpening

Pansharpening by convolutional neural networks in the full resolution framework

[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

本实验的主要目的是基于遥感图像计算灰度共生矩阵，并基于该矩阵计算多种纹理特征。所有的计算结果已与ENVI结果进行对比，实验结果一致。

Python实现提取图像的纹理、颜色特征，包含快速灰度共现矩阵（GLCM）、LBP特征、颜色矩、颜色直方图。

StyleGAN2-ADA - Official PyTorch implementation

翻译自网上找到的一段matlab程序，原作者不详

Feature Extractor based on Non-Subsampled Contourlet Transform (NSCT), matrix version