ChenHongruixuan/ChenHongruixuan.github.io

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ChenHongruixuan/ChenHongruixuan.github.io

ChenHongruixuan

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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.

MambaCD

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

In-outdoorSeamlessPositioningNavigationSystem

[Esri GIS 2nd Prize] We developed this indoor and outdoor seamless positioning and navigation system under the Android system by using the built-in multi-sensors of mobile phones.

SiamCRNN

[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

DSMSCN

[MultiTemp 2019] Official Tensorflow implementation for Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Neural Networks.

KPCAMNet

[IEEE TCYB 2021] Official Python implementation for Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

SRGCAE

[IEEE TGRS 2022] Official Pytorch implementation for Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning

FDMCD

[ISPRS P&RS 2023] Official Python Implementation of Fourier domain structural relationship analysis for unsupervised multimodal change detection

EffCDNet

Official Pytorch implementation of a very deep and efficient change detection network

I3PE