A Target Recognition Method for Multi-view SAR Images in Consideration of Independency and Correlation

CHEN Jie

doi:10.3969/j.issn.1671-637x.2020.03.017

[1] KHALI E, ERIC W G, PETER M, et al.Automatic target recognition in synthetic aperture radar imagery: a state-of-the-art review［J］.IEEE Access, 2016, 4:6014-6058.

[2] ANAGNOSTOPOULOS G C.SVM-based target recognition from synthetic aperture radar images using target region outline descriptors［J］.Nonlinear Analysis, 2009, 71(2):2934-2939.

[4] MISHRA A K.Validation of PCA and LDA for SAR ATR［C］//IEEE TENCON 2008, 2008:1-6.

[6] ZHAO Q, PRINCIPLE J C.Support vector machines for SAR automatic target recognition［J］.IEEE Transactions on Aerospace and Electronic Systems, 2001, 37(2):643-654.

[7] THIAGARAIANM J, RAMAMURTHY K, KNEE P, et al.Sparse representations for automatic target classification in SAR images［C］//The 4th International Symposium on Communications, Control and Signal Processing(ISCCSP), 2010:1-4.

[8] CHEN S Z, WANG H P, XU F, et al.Target classification using the deep convolutional networks for SAR images ［J］.IEEE Transactions on Geoscience and Remote Sensing, 2016, 47(6):1685-1697.

[9] DING J, CHEN B, LIU H W, et al. Convolutional neural network with data augmentation for SAR target recognition［J］.IEEE Geoscience and Remote Sensing Letters, 2016, 13(3):364-368.

[10] BROWN M Z.Analysis of multiple-view Bayesian classification for SAR ATR［C］//Proceedings of the SPIE, 2003:265-274.

[11] HUAN R H, PAN Y.Target recognition of multi-aspect SAR images with fusion strategies［J］.Progress in Electromagnetics Research, 2013, 134:267-288.

[12] ZHANG H C, NASRABADI N M, ZHANG Y, et al.Multi-view automatic target recognition using joint sparse representation［J］.IEEE Transactions on Aerospace and Electronic Systems, 2012, 48(3):2481-2497.

[13] CAO Z J, XU L, FENG J L.Automatic target recognition with joint sparse representation of heterogeneous multi-view SAR images over a locally adaptive dictionary［J］.Signal Processing, 2016, 126:127-134.

[14] DING B Y, WEN G J.Exploiting multi-view SAR images for robust target recognition［J］.Remote Sensing, 2017, 9(11):1150-1163.

[15] DING B Y, WEN G J, HUANG X H, et al.Target recognition in SAR images by exploiting the azimuth sensitivity［J］.Remote Sensing Letters, 2017, 8(9):121-130.

[16] DONG G G, KUANG G Y, WANG N, et al.SAR target recognition via joint sparse representation of monogenic signal［J］.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(7):3316-3328.

[17] JI S H, DUNSON D, CARIN L.Multitask compressive sensing［J］.IEEE Transactions on Signal Processing, 2009, 57(1):92-106.