IEEE

RegSeg: An End-to-End Network for Multimodal RGB-Thermal Registration and Semantic Segmentation

Abstract: The misalignment between RGB and thermal images significantly impairs RGB-Thermal semantic segmentation accuracy. Current non-end-to-end methods treat RGB-Thermal registration independently ...
IEEE

Multiscale Semantic Segmentation of Remote Sensing Images Based on Edge Optimization

Abstract: Semantic segmentation of remote sensing images is crucial for disaster monitoring, urban planning, and land use. Due to scene complexity and multiscale features of targets, semantic ...
GitHub

From Segment Anything to Any Segmentation

X-SAM is under active development, and we will continue to update the code and documentation. Please check TODO to get our development schedule. We recommend that everyone use English to communicate ...
GitHub

DeepAndes: A Self-Supervised Vision Foundation Model for Multi-Spectral Remote Sensing Imagery of the Andes (IEEE JSTARS2025)

This is an ongoing project for developing foundation models for the GEOPACHA web app. Use Pre-trained backbone (via Pytorch Hub) Launch Pre-training Zero-shot: Image to Image Retrieval Few-shot ...