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
[1] Wang Yuanyuan, Zhao Yaohong, Luo Haibo, . Dynamic range compression and detail enhancement of sea-surface infrared image[J]. Infrared and Laser Engineering, 48, 0126003(2019).
[2] Wang Hongqing, Xu Tingfa, Sun Xinglong, . Infrared-visible video registration with matching motion trajectories of targets[J]. Optics and Precision Engineering, 26, 1533-1541(2018).
[3] Qiao Tieying, Cai Lihua, Li Ning, . Opposite target measurement based on infrared radiation characteristic system[J]. Chinese Optics, 11, 804-811(2018).
[4] Wu Cailian, Hao Yongping, Zhang Le, . Infrared target recognition algorithm based on multi-feature fusion[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 39, 39-44(2019).
[5] Su Juan, Yang Luo, Zhang Yangyang. Infrared target recognition algorithm based on fragment matching and graph searching[J]. Acta Armamentarii, 36, 854-860(2015).
[6] Xie Zhihua, Liu Guodong. Infrared face recognition based on co-occurrence histogram of multi-scale local binary patterns[J]. Infrared and Laser Engineering, 44, 391-397(2015).
[7] Zhao Aigang, Wang Hongli, Yang Xiaogang, . et al. An affine invariant method of forward looking infrared target recognition[J]. Laser & Optoelectronics Progress, 52, 071501(2015).
[8] Li Ping, Zhang Bo, Shang Yijun. Aircraft target identification based on infrared image and feature fusion[J]. Electronics Optics & Control, 23, 92-96(2016).
[9] Wang Shiliang, Yang Fan, Zhang Zhiwei. Target recognition method based on infrared features and SIFT[J]. Infrared Technology, 34, 503-507(2012).
[10] Zhang Difei, Zhang Jinsuo, Yao Keming, . Infrared ship-target recognition based on SVM classification[J]. Infrared and Laser Engineering, 45, 0104004(2016).
[11] Yang Chunwei, Wang Shicheng, Liao Shouyi. An infrared target recognition method based on kernel sparse coding[J]. Infrared Technology, 38, 230-235(2016).
[12] Du Jun, Gao Jiuping. Research and application of an improved PSO-BP algorithm in infrared targets[J]. Fire Control & Command Control, 45, 62-66(2020).
[13] Huang Lehong, Cao Lihua, Li Ning, . A state perception method for infrared dim and small targets with deep learning[J]. Chinese Optics, 13, 527-536(2020).
[14] D’acremont A, Fablet R, Baussard A, et al. CNN-based target recognition and identification for infrared imaging in defense systems[J]. Sensors, 19, 2040(2019).
[15] Xu Laixiang, Liu Gang, Liu Sen, . Research on infrared target recognition based on improved convolution neural network[J]. Fire Control & Command Control, 45, 136-141(2020).
[16] Shi Guojun. Target recognition method of infrared imagery via joint representation of deep features[J]. Infrared and Laser Engineering, 50, 20200399(2021).
[17] Peng J L, Li Q, El-latif A A, et al. Linear discriminant multi-set canonical correlations analysis (LDMCCA): An efficient approach for feature fusion of finger biometrics[J]. Multimedia Tools and Applications, 74, 4469-4486(2015).
[18] Qiu Aikun, Zhu Jiagang. Multi-set canonical correlations analysis based on ensemble learning[J]. Computer Engineering and Applications, 53, 162-169(2017).
[19] Wang Peng, Zhang Xiaomin, Bai Yanping. Classification and recognition of SAR image based on CNN-ELM[J]. Mathematics in Practice and Theory, 48, 75-80(2018).
[20] Liu Zhichao, Qu Baida. An SAR target classification method based on BM3D denoising and extreme learning machine[J]. Electronics Optics & Control, 28, 29-32(2021).
[21] Zhang Jianming, Liu Yangchun, Wu Honglin. Face recognition algorithm based on extreme learning machine and subspace pursuit[J]. Computer Engineering, 42, 168-173(2016).
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
Category: Image processing
Received: Aug. 24, 2021
Accepted: --
Published Online: Dec. 20, 2022
The Author Email: