Showing cs.CVShow all
2 papers · 1 filter
cs.CV2026
DAPGNet: Dynamic Adaptive Physics-Guided Graph Diffusion Network for Hyperspectral Image Classification
Pengkun Wang, Weijia Cao, Ning Wang +1
Hyperspectral image (HSI) classification requires reliable pixel-relation modeling under spectral variability, mixed pixels, and heterogeneous boundaries. Existing graph-based HSI…
cs.CV2026
LGEST: Dynamic Spatial-Spectral Expert Routing for Hyperspectral Image Classification
Jiawen Wen, Suixuan Qiu, Zihang Luo +2
Deep learning methods, including Convolutional Neural Networks, Transformers and Mamba, have achieved remarkable success in hyperspectral image (HSI) classification. Nevertheless,…