Superpixel guided deep-sparse-representation learning for hyperspectral image classification

• Main Authors: Fan, Jiayuan, Chen, Tao, Lu, Shijian
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Hyperspectral; Classification
• Online Access: https://hdl.handle.net/10356/142926
• Institution: Nanyang Technological University

This paper presents a new technique for hyperspectral image (HSI) classification by using superpixel guided deep-sparse-representation learning. The proposed technique constructs a hierarchical architecture by exploiting the sparse coding to learn the HSI representation. Specifically, a multiple-lay...