Simultaneous spatial and spectral low-rank representation of hyperspectral images for classification

• Main Authors: Mei, Shaohui, Hou, Junhui, Chen, Jie, Chau, Lap-Pui, Du, Qian
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Classification; Convex Optimization
• Online Access: https://hdl.handle.net/10356/142234
• Institution: Nanyang Technological University

Arising from various environmental and atmos- pheric conditions and sensor interference, spectral variations are inevitable during hyperspectral remote sensing, which degrade the subsequent hyperspectral image analysis significantly. In this paper, we propose simultaneous spatial and spectral low-ra...