Zernike’s feature selection based on LGBM and identification methods of infrared image target

Mianrong Yang; Liping Niu

doi:10.3788/IRLA20210309

[1] Y Y Wang, Y H Zhao, H B Luo, et al. Dynamic range compression and detail enhancement of sea-surface infrared image. Infrared and Laser Engineering, 48, 0126003(2019).

[2] H Q Wang, T F Xu, X L Sun, et al. Infrared-visible video registration with matching motion trajectories of targets. Optics and Precision Engineering, 26, 1533-1541(2018).

[3] C L Wu, Y P Hao, L Zhang, et al. Infrared target recognition algorithm based on multi-feature fusion. Journal of Projectiles, Rockets, Missiles and Guidance, 39, 39-44(2019).

[4] J Su, L Yang, Y Y Zhang. Infrared target recognition algorithm based on fragment matching and graph searching. Acta Armamentarii, 36, 854-860(2015).

[5] J Su, L Yang, Y Y Zhang, et al. An infrared target recognition method based on kernel sparse coding. Infrared Technology, 38, 230-235(2016).

[6] W C Guo, H Y Cui, H W Ma, et al. Infrared image target recognition of power equipment based on Zernike moment. Laser & Infrared, 49, 503-506(2019).

[7] Z H Xie, G D Liu. Infrared face recognition based on co-occurrence histogram of multi-scale local binary patterns. Infrared and Laser Engineering, 44, 391-397(2015).

[8] A G Zhao, H L Wang, X G Yang, et al. An affine invariant method of forward looking infrared target recognition. Laser & Optoelectronics Progress, 52, 071501(2015).

[9] D Zhang, J S Zhang, K M Yao, et al. Infrared ship-target recognition based on SVM classification. Infrared and Laser Engineering, 45, 0104004(2016).

[10] L H Huang, L H Cao, N Li, et al. A state perception method for infrared dim and small targets with deep learning. Chinese Optics, 13, 527-536(2020).

[11] A D’acremont, R Fablet, A Baussard, et al. CNN-based target recognition and identification for infrared imaging in defense systems. Sensors, 19, 2040(2019).

[12] G J Shi. Target recognition method of infrared imagery via joint representation of deep features. Infrared and Laser Engineering, 50, 20200399(2021).

[13] M Amoon, G A Rezaiead. Automatic target recognition of synthetic aperture radar (SAR) images based on optimal selection of Zernike moment features. IET Computer Vision, 8, 77-85(2014).

[14] M Amoon, G A Rreziead, R D Mohammad. PSO-based optimal selection of Zernike moments for target discrimination in high-resolution SAR imagery. J Indian Soc Remote Sens, 42, 483-493(2014).

[15] X M Zhang, P Wang, Y P Bai. SAR image classification and recognition based on PSO-SVM. Journal of Chongqing University of Technology (Natural Science), 32, 165-169(2018).

[16] P Wang, Y Liu, Z R Huang. Transportation modes recognition using a light gradient boosting machine. Journal of Harbin Institute of Technology, 51, 96-102(2019).

[17] Y Song, X D Ye, M L Wang. An intent recognition method based on light gradient boosting machine. Computer Simulation, 36, 312-316(2019).