[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection
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.
[ESSD 2025 & IEEE DFC 2025 & CVPRW 2026] Bright: A globally distributed multimodal VHR dataset for all-weather disaster response
Semantic segmentation of crop types using multi-temporal satellite imagery
Comparative evaluation of AlphaEarth Foundation (AEF) embeddings vs. multitemporal Sentinel-2 features for 11-class LULC mapping in Sakarya, Türkiye. Focuses on hazelnut orchard delineation using RF, XGBoost, LightGBM, LinearSVC, and Decision Tree classifiers with SHAP explainability. Best result: 95.79% OA (AEF + LightGBM).
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