3 papers
cs.CV2026
A Spatial-Spectral-Frequency Interactive Network for Multimodal Remote Sensing Classification
Hao Liu, Yunhao Gao, Wei Li +3
Deep learning-based methods have achieved significant success in remote sensing Earth observation data analysis. Numerous feature fusion techniques address multimodal remote sensin…
cs.CV2026
UniTS: Unified Spatio-Temporal Generative Model for Remote Sensing
Yuxiang Zhang, Shunlin Liang, Wenyuan Li +8
One of the primary objectives of satellite remote sensing is to capture the complex dynamics of the Earth environment, which encompasses tasks such as reconstructing continuous clo…
cs.CV2025
SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models
Yuxiang Zhang, Wei Li, Mengmeng Zhang +3
Recent advances in Remote Sensing Foundation Models (RSFMs) have led to significant breakthroughs in the field. While many RSFMs have been pretrained with massive optical imagery,…