Dimensionality reduction based on determinantal point process and singular spectrum analysis for hyperspectral images

Weizhao Chen, Zhijing Yang, Faxian Cao, Yijun Yan, Meilin Wang, Chunmei Qing, Yongqiang Cheng

Abstract: Dimensionality reduction is of high importance in hyperspectral data processing, which can effectively reduce the data redundancy and computation time for improved classification accuracy. Band selec...