IEEE

A Differential Memory Attention Mamba for Spatial-Spectral Representation Learning Toward Hyperspectral Image Classification

Existing hyperspectral image (HSI) classification (HSIC) methods often fall short in effectively modeling long-range spatial-spectral dependencies and preserving fine-grained relationships across high ...
IEEE

S2DBFT: Spectral–Spatial Dual-Branch Fusion Transformer for Hyperspectral Image Classification

Abstract: Convolutional neural network (CNN)- and Transformer-based models have achieved remarkable success in hyperspectral image (HSI) classification tasks due to their outstanding ability to ...