Infrared and Laser Engineering, Volume. 51, Issue 3, 20210421(2022)
Decision fusion of CNN and SRC with application to SAR target recognition
[1] El-darymli K, Gill E W, Mcguire P, et al. Automatic target recognition in synthetic aperture radar imagery: A state-of-the-art review[J]. IEEE Access, 4, 6014-6058(2016).
[2] Anagnostopoulos G C. SVM-based target recognition from synthetic aperture radar images using target region outline descriptors[J]. Nonlinear Analysis, 71, 2934-2939(2009).
[3] Zhao P J, Gan K. SAR target recognition based on hierarchical decision fusion of complementary features[J]. Electronics Optics & Control, 25, 28-32(2018).
[4] Xie Q, Zhang H. Multi-level SAR image enhancement based on regularization with application to target recognition[J]. Journal of Electronic Measurement and Instrumentation, 32, 157-162(2018).
[5] Wen G J, Zhu G Q, Yin H C, et al. SAR ATR based on 3D parametric electromagnetic scattering model[J]. Journal of Radar, 6, 115-135(2017).
[6] Ding B Y, Wen G J, Yu L S, et al. Matching of attributed scattering center and its application to synthetic aperture radar automatic target recognition[J]. Journal of Radar, 6, 157-166(2017).
[7] Ding B Y, Wen G J, Zhong J R, et al. A robust similarity measure for attributed scattering center sets with application to SAR ATR[J]. Neurocomputing, 219, 130-143(2017).
[8] Han P, Wang H. Research on the synthetic aperture radar target recognition based on KPCA and sparse representation[J]. Journal of Signal Processing, 29, 1696-1701(2013).
[9] Cui Z Y, Cao Z J, Yang J Y, et al. Target recognition in synthetic aperture radar via non-negative matrix factorization[J]. IET Radar, Sonar and Navigation, 9, 1376-1385(2015).
[10] 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 Applied Earth Observation and Remote Sensing, 8, 3316-3328(2015).
[11] Wang Y Y. SAR target recognition based on monogenic features via multiset canonical correlation analysis[J]. Electronics Optics & Control, 26, 7-11, 29(2019).
[12] Liu Z C, Qu B D. Application of complex bidimensional empirical mode decomposition in SAR target recognition[J]. Infrared and Laser Engineering, 50, 20200309(2021).
[13] Liu H C, Li S T. Decision fusion of sparse representation and support vector machine for SAR image target recognition[J]. Neurocomputing, 113, 97-104(2013).
[14] Wu T B, Xia J B, Huang Y Y, et al. Target recognition method of SAR images based on cascade decision fusion of SVM and SRC[J]. Journal of Henan Polytechnic University (Natural Science), 39, 118-124(2020).
[15] [15] Thiagaraianm J, Ramamurthy K, Knee P P, et al. Sparse representations f automatic target classification in SAR images[C]4th Communications, Control Signal Processing, 2010: 1–4.
[16] Zhang H, Zuo X L, Huang Y, et al. Feature selection based on the correlation of sparse coefficient vectors with application to SAR target recognition[J]. Laser & Optoelectronics Progress, 57, 263-270(2020).
[17] Tang J S, Qing S H. SAR images recognition based on sparse coefficients optimal local reconstruction[J]. Journal of Detection & Control, 43, 69-75, 80(2021).
[18] 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, 54, 4806-4817(2016).
[19] Zhang P P, Luo H B, Ju M R, et al. An improved capsule and its application in target recognition of SAR images[J]. Infrared and Laser Engineering, 49, 20201010(2020).
[20] 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, 13, 1-5(2016).
[21] Yan Y. Convolutional neural networks based on augmented training samples for synthetic aperture radar target recognition[J]. Journal of Electronic Imaging, 27, 023024(2018).
[22] Jin L Z, Chen J J, Peng X G. Reliability analysis for decision fusion and its application in target recognition of SAR images[J]. Telecommunication Engineering, 59, 409-414(2019).
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Jianhua Lu. Decision fusion of CNN and SRC with application to SAR target recognition[J]. Infrared and Laser Engineering, 2022, 51(3): 20210421
Category: Image processing
Received: Dec. 20, 2021
Accepted: --
Published Online: Apr. 8, 2022
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