A Military Target Classification Method Based on Discriminant Correlation Fusion of LBP and PHOG Features

ZHANG Shanwen; QI Guohong; SHAO Yu

doi:10.3969/j.issn.1671-637x.2021.04.003

[1] DING B Y, WEN G J, MA C H, et al.Evaluation of target segmentation on SAR target recognition［C］//The 4th International Conference on Information, Cybernetics and Com- putational Social Systems, 2017:663-667.

[3] LIU T, LAMPROPOULOS G A.Novel classification fusion techniques for military target classification［J］.Proceedings of SPIE - The International Society for Optical Engineering, 2007, 6571.doi:10.1117/12.719654.

[9] YU H L, WANG D H, WEI Z H, et al.A method of aircraft image target recognition based on modified PCA features and SVM［C］//The 9th International Conference on Electronic Measurement & Instruments, 2009:3405-3409.

[13] JALAL A, KIM Y H, KIM Y J, et al.Robust human activity recognition from depth video using spatiotemporal multi-fused features［J］.Pattern Recognition, 2017, 61:295-308.

[14] ZHU H Y, WEIBEL J B, LU S J.Discriminative multi-modal feature fusion for RGBD indoor scene recognition［C］//IEEE Conference on Computer Vision and Pattern Recognition, 2016:2969-2976.

[15] SEHGAL P.Palm recognition using LBP and SVM［J］.International Journal of Information Technology & Systems, 2015, 4(1):35-41.

[16] EL-TARHOUNI W, BOUBCHIR L, ELBENDAK M, et al.Multispectral palmprint recognition using Pascal coefficients-based LBP and PHOG descriptors with random sampling［J］.Neural Computing and Applications, 2019, 31(2):593-603.

[17] WANG J, LIU P, SHE M F H, et al.Human action recognition based on pyramid histogram of oriented gradients［C］//IEEE International Conference on Systems, Man, and Cybernetics, 2011:2449-2454.

[18] HARDOON D R, SZEDMAK S, SHAWE-TAYLOR J.Canonical correlation analysis:an overview with application to learning methods［J］.Neural Computation, 2004, 16(12):2639-2664.

[19] HUANG X Y, ZHANG B, QIAO H, et al.Local discriminant canonical correlation analysis for supervised PolSAR image classification［J］.IEEE Geoscience and Remote Sensing Letters, 2017, 14(11):2102-2106.

[20] LI Z, LIU G Z, YANG Y, et al.Scale-and rotation-invariant local binary pattern using scale-adaptive texton and subuniform-based circular shift［J］.IEEE Transactions on Image Processing, 2012, 21(4):2130-2140.

[21] OJALA T, PIETIKINEN M, MENP T.A generalized local binary pattern operator for multiresolution gray scale and rotation invariant texture classification［C］//Proceedings of the Second International Conference on Advances in Pattern Recognition, 2001:397-406.

[22] PENG Y, ZHANG D Q, ZHANG J C.A new canonical correlation analysis algorithm with local discrimination［J］.Neural Processing Letters, 2010, 31(1):1-15.

[23] SINHA A, BANERJI S, LIU C J.Novel color Gabor-LBP-PHOG (GLP) descriptors for object and scene image classification［C］//Proceedings of the 8th Indian Conference on Computer Vision, Graphics and Image Processing, 2012:1-8.

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