Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification

Kumar Roy, Swalpa; Manna, Suvojit; Song, Tiecheng; Bruzzone, Lorenzo

doi:10.1109/tgrs.2020.3043267

Public

Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification

Published in IEEE Transactions on Geoscience and Remote Sensing • Dec 24, 2020

Authors:

Swalpa Kumar Roy

Suvojit Manna

Tiecheng Song

Abstract

Hyperspectral images (HSIs) provide rich spectral-spatial information with stacked hundreds of contiguous narrowbands. Due to the existence of noise and band correlation, the selection of informative spectral-spatial kernel features poses a challenge. This is often addressed by using convolutional n...

Subject

Hyperspectral imaging

Discriminative model

Artificial intelligence

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