Infrared and Laser Engineering, Volume. 51, Issue 6, 20210597(2022)
Target classification method in infrared images via combination of multi-feature fusion and extreme learning machine
Figures & Tables(4)
Fig. 1. Procedure of infrared image target classification via combination of multi-feature fusion and ELM
Fig. 3. Recognition results of the proposed method on the original samples of the four targets
Table 1. Performance comparison under noise corruption
View tableView in ArticleTable 1. Performance comparison under noise corruption
Method SNR/dB 8 4 0 −4 −8 Proposed 94.8 88.7 79.3 70.4 59.8 LBP 93.2 85.2 77.6 67.5 57.3 SIFT 93.4 85.9 78.2 68.2 58.0 CNN 93.9 87.2 78.7 69.0 58.4
Tools
Get Citation
Copy Citation Text
Pengxiang Wang, Zhaoji Zhang, Huai Yang. Target classification method in infrared images via combination of multi-feature fusion and extreme learning machine[J]. Infrared and Laser Engineering, 2022, 51(6): 20210597
Paper Information
Category: Image processing
Received: Aug. 24, 2021
Accepted: --
Published Online: Dec. 20, 2022
The Author Email:
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20