Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification

In this paper, we propose a novel classification scheme for the remotely sensed hyperspectral image (HSI), namely SP-DLRR, by comprehensively exploring its unique characteristics, including the local spatial information and low-rankness. SP-DLRR is mainly composed of two modules, i.e., the classific...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 26., Seite 8823-8835
1. Verfasser: Yang, Shujun (VerfasserIn)
Weitere Verfasser: Hou, Junhui, Jia, Yuheng, Mei, Shaohui, Du, Qian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article