MD²F-Mamba: Multidirectional Depthwise Convolution and Dual-Branch Mamba Feature Fusion Networks for Hyperspectral Image Classification

Hyperspectral image (HSI) classification necessitates adept modeling of both intricate local variations and long-range spectral–spatial dependencies, while maintaining computational efficiency. Conventional methods frequently prioritize on either local or global features, neglecting direction...

Full description

Bibliographic Details

Main Authors:	Xiaoqing Wan, Dongtao Mo, Yupeng He, Feng Chen, Zhize Li
Format:	Artigo
Language:	Inglês
Published:	IEEE 2026-01-01
Series:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:	Classification hierarchical state-space mamba hyperspectral image (HSI) multidirectional depthwise convolution multiscale feature extraction
Online Access:	https://ieeexplore.ieee.org/document/11363424/
Tags:	Add Tag No Tags, Be the first to tag this record!