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Rongbo Fan's Projects

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

changedetectionrepository icon changedetectionrepository

This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.

ird-cd-uda icon ird-cd-uda

Multiscale Unsupervised Domain Adaption Illumination-Reflection Decoupling Change Detection Model

irdnet-cd-uda icon irdnet-cd-uda

Unsupervised Cross-domain Change Detection Model Based on Multi-scale Illumination-Reflection Decoupling

mdcs-cd-uda icon mdcs-cd-uda

Unsupervised cross-domain remote sensing change detection model with deep differential feature constraints

robust_pca_tensorflow icon robust_pca_tensorflow

Because the algorithm of Robust PCA need iteration to converge, the speed processed in CPU is slow. We run the Robust PCA on GPU,whose speed will promote 10 times.

rsp icon rsp

The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"

tlbook-code icon tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

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