Author

J. Benediktsson

2 papers indexed here

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2026

Spatial–Spectral Multiscale Mamba Fusion Network for Hyperspectral and LiDAR Data Classification

Joint classification of multimodal remote sensing data, such as hyperspectral image (HSI) and light detection and ranging (LiDAR), is important for Earth observation. Early deep learning-based methods usually adopt a single network to extract the features of HSI and LiDAR (HSI-LiDAR) data, respectively. However, this k...

Bin Zhao, Wen-Jie Cao, Lin Han et al. · IEEE Transactions on Geoscie... · 0 citations

Jul 2026

Filling Before Advancing: Capability-Gap-Driven Post-Training for Scenario-Specialized Remote Sensing MLLMs

This work instantiates FBA for coastal harbor understanding, a representative multi-source scenario, by constructing CPRS (Coastal-Port Remote Sensing), a three-layer supervision dataset coupled with three ordered stages: domain-bridge convergence for shared RS priors across target and bridging scenarios under differen...

Yu-Heng Zong, Ming-Hua Wang, Xin Zhao et al. · arXiv.org · 0 citations