3-D Channel and Spatial Attention Based Multiscale Spatial-Spectral Residual Network for Hyperspectral Image Classification

• Published in: IEEE journal of selected topics in applied earth observations and remote sensing Vol. 13; pp. 4311 - 4324
• Main Authors: Lu, Zhenyu, Xu, Bin, Sun, Le, Zhan, Tianming, Tang, Songze
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Accuracy; Attention; Classification; Data mining; Deep learning; Detection; Feature extraction; hyperspectral image; Hyperspectral imaging; Image classification; Image enhancement; Machine learning; multiscale spatial–spectral residual network; Remote sensing; Spectra; Three-dimensional displays; Training

With the rapid development of aerospace and various remote sensing platforms, the amount of data related to remote sensing is increasing rapidly. To meet the application requirements of remote sensing big data, an increasing number of scholars are combining deep learning with remote sensing data. In...