Densely Connected Multiscale Attention Network for Hyperspectral Image Classification

• Published in: IEEE journal of selected topics in applied earth observations and remote sensing Vol. 14; pp. 2563 - 2576
• Main Authors: Gao, Hongmin, Miao, Yawen, Cao, Xueying, Li, Chenming
• Format: Journal Article
• Language: English
• Published: IEEE 2021
• Subjects: Attention mechanism; Computational modeling; Convolution; convolutional neural network (CNN); Data mining; dense connectivity; Feature extraction; hyperspectral image (HSI) classification; Hyperspectral imaging; multiscale features; Task analysis; Three-dimensional displays

Hyperspectral images (HSIs) are characterized by high spatial resolution and are rich in spectral information. In the process of HSI classification, the extraction of spectral-spatial features directly influences the classification results. In recent years, the hyperspectral classification method ba...