Deep ring-block-wise network for hyperspectral image classification

• Main Authors: Xing, Changda, Zhao, Jianlong, Wang, Zhisheng, Wang, Meiling
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Block; Hyperspectral Image
• Online Access: https://hdl.handle.net/10356/170571
• Institution: Nanyang Technological University

Deep learning has achieved many successes in the field of the hyperspectral image (HSI) classification. Most of existing deep learning-based methods have no consideration of feature distribution, which may yield lowly separable and discriminative features. From the perspective of spatial geometry, o...