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

[IEEE TGRS 2024] Learning Land-Cover Changes from Satellite and Map Data via Object-Guided Transformer

Official code: Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images

A Pytorch-based toolbox for three different change detection tasks, including binary change detection (BCD), semantic change detection (SCD), and building damage assessment (BDA).

[IEEE JSTARS 2026] Mamba-FCS: Joint Spatio-Frequency Feature Fusion, Change-Guided Attention, and SeK Inspired Loss for Enhanced Semantic Change Detection in Remote Sensing

List of datasets, codes, and contests related to remote sensing semantic change detection

BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images

Detecting semantic changes from VHR remote sensing images by integrating semantic correlations and change priors

GRSL: Integrating historical map information for remote sensing image semantic change detection

TERRA-CD: A Multi-Temporal Dataset for Multi-Class and Semantic Change Detection

Companion repository for NLP pipeline and LChange'26 paper: "Threshold-Calibrated Word Sense Disambiguation: Semantic Broadening Without Sense Redistribution in Schizophrenia"

DFANet: A Difference Fusion Attention-based method for Semantic Change Detection