Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks

• Published in: Remote sensing (Basel, Switzerland) Vol. 10; no. 3; p. 396
• Main Authors: Li, Jiaojiao, Xi, Bobo, Li, Yunsong, Du, Qian, Wang, Keyan
• Format: Journal Article
• Language: English
• Published: MDPI AG 01.03.2018
• Subjects: band grouping; deep belief networks; deep learning; hyperspectral classification; texture feature enhancement

With success of Deep Belief Networks (DBNs) in computer vision, DBN has attracted great attention in hyperspectral classification. Many deep learning based algorithms have been focused on deep feature extraction for classification improvement. Multi-features, such as texture feature, are widely util...