Research of Multi-band Image Recognition Applied to Ships. Issue 4 (January 2021)

• Record Type: Journal Article
• Authors: Lu, Jiahao; Hu, Guosheng; Xia, Jun; Song, Zhenjun
• Is Part Of: Journal of physics. Volume 1748:Issue 4(2021)
• Publication Date: 2021-01
• Subjects: Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1748/4/042002
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: Aiming at the shortcomings of the traditional local feature recognition method of multi-band ship image target, the recognition speed is slow, and a local feature recognition method of multi-band ship image target is proposed. First, by detecting key points and feature matching, the local features of the multi-band ship image target are extracted; then, the multi-classifier combination is used to train and identify the local features through the linear classifier and the non-linear classifier, so that the design of local feature recognition method of multi-band ship image target is completed. Through comparison experiments, compared with the traditional local feature recognition method of multi-band ship image target, the experimental results show that the proposed local feature recognition method of multi-band ship image target has faster recognition speed.