Hyperspectral Image Classification Network Based on 3D Octave Convolution and Multiscale Depthwise Separable Convolution

Hyperspectral images (HSIs) are pivotal in various fields due to their rich spectral–spatial information. While convolutional neural networks (CNNs) have notably enhanced HSI classification, they often generate redundant spatial features. To address this, we introduce a novel HSI classification meth...

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Bibliographic Details
Main Authors: Qingqing Hong, Xinyi Zhong, Weitong Chen, Zhenghua Zhang, Bin Li
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/12/12/505