Lightweight Spatial–Spectral Shift Module With Multihead MambaOut for Hyperspectral Image Classification

In hyperspectral images, the high dimensionality of spectral data often leads to redundant spectral information, making it difficult to extract features. Two-dimensional CNNs fail to effec-tively extract spatial and spectral information, and deploying three-dimensional CNNs on microprocessors is cha...

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Bibliographic Details
Main Authors: Yi Liu, Yanjun Zhang, Yu Guo, Yunchao Li
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10767195/