Joint sparse representation for multi-resolution representations of SAR images with application to target recognition

References

• Khalid E , Eric W , Peter M , et al . Automatic target recognition in synthetic aperture radar imagery: a state-of-the-art review. IEEE Access. 2016;4:6014–6058.
   Web of Science ®Google Scholar
• Mishra AK Validation of PCA and LDA for SAR ATR. Proceedings of the IEEE TENCON; Hyderabad, India; 2008. p. 1–6.
   Google Scholar
• Ding B , Wen G , Ma C , et al . Target recognition in synthetic aperture radar images using binary morphological operations. J Appl Remote Sens. 2016;10(4):046006.10.1117/1.JRS.10.046006
   Google Scholar
• Amoon M , Rezai-Rad G . Automatic target recognition of synthetic aperture radar (SAR) images based on optimal selection of Zernike moment features. IET Comput Vis. 2014;8(2):77–85.10.1049/iet-cvi.2013.0027
   Web of Science ®Google Scholar
• Ding B , Wen G , Ma C , et al . Decision fusion based on physically relevant features for SAR ATR. IET Radar Sonar Navig. 2017;11(4):682–690.10.1049/iet-rsn.2016.0357
   Web of Science ®Google Scholar
• Ding B , Wen G , Zhong J , et al . Robust method for the matching of attributed scattering centers with application to synthetic aperture radar automatic target recognition. J Appl Remote Sens. 2016;10(1):016010.10.1117/1.JRS.10.016010
   Google Scholar
• Ding B , Wen G , Zhong J , et al . A robust similarity measure for attributed scattering center sets with application to SAR ATR. Neurocomputing. 2017;219:130–143.10.1016/j.neucom.2016.09.007
   Web of Science ®Google Scholar
• Ding B , Wen G , Huang X et al. Target recognition in synthetic aperture radar images via matching of attributed scattering centers. IEEE J Sel Top Appl Earth Obs Remote Sens. 2017;10(7):3334–3347.10.1109/JSTARS.2017.2671919
   Web of Science ®Google Scholar
• Ding B , Wen G , Huang X , et al . Data augmentation by multilevel reconstruction using attributed scattering center for SAR target recognition. IEEE Geosci Remote Sens Lett. 2017;14(6):979–983.10.1109/LGRS.2017.2692386
   Web of Science ®Google Scholar
• Zhao Q , Principe JC . Support vector machines for synthetic radar automatic target recognition. IEEE Trans Aerosp Electron Syst. 2001;37(2):643–654.10.1109/7.937475
   Web of Science ®Google Scholar
• Sun Y , Liu Z , Todorovic S . Adaptive boosting for SAR automatic target recognition. IEEE Trans Aerosp Electron Syst. 2007;43(1):112–125.10.1109/TAES.2007.357120
   Web of Science ®Google Scholar
• Thiagarajan JJ , Ramamurthy KN , Knee P , et al . Sparse representations for automatic target classification in SAR images. Proceedings of the 4th International Symposium on Communication, Control Signal Processing; Limassol, Cyprus; 2010. p. 1–4.
   Google Scholar
• Wright J , Yang A , Ganesh A , et al . Robust face recognition via sparse representation. IEEE Trans Pattern Anal Mach Intell. 2009;31(2):210–227.10.1109/TPAMI.2008.79
   PubMed Web of Science ®Google Scholar
• Chen S , Wang H , Xu F , et al . Target classification using the deep convolutional networks for SAR images. IEEE Trans Geosci Remote Sens. 2016;47(6):1685–1697.
   Google Scholar
• Kang M , Ji K , Leng X , et al . Synthetic aperture radar target recognition with feature fusion based on a stacked autoencoder. Sensors. 2017;17:192.10.3390/s17010192
   Web of Science ®Google Scholar
• Ding J , Liu H , Huang M . Convolutional neural network with data augmentation for SAR target recognition. IEEE Geosci Remote Sens Lett. 2016;13(3):364–368.
   Web of Science ®Google Scholar
• Tropp JA , Gilbert AC , Strauss MJ . Algorithms for simultaneous sparse approximation. EURASIP J Appl Signal Process. 2006;86(3):589–602.
   Google Scholar
• Zhang H , Nasrabadi N , Zhang Y , et al . Multi-view automatic target recognition using joint sparse representation. IEEE Trans Aerosp Electron Syst. 2012;48(3):2481–2497.10.1109/TAES.2012.6237604
   Web of Science ®Google Scholar
• Ji S , Dunson D , Carin L . Multitask compressive sensing. IEEE Trans Signal Process. 2009;57(1):92–106.10.1109/TSP.2008.2005866
   Web of Science ®Google Scholar
• Liu S , Zhan R , Zhai Q , et al . Multi-view radar target recognition based on multitask compressive sensing. J Electromagn Wave Appl. 2015;29(14):1917–1934.10.1080/09205071.2015.1067647
   Web of Science ®Google Scholar
• Doo S , Smith G , Baker C . Target classification performance as a function of measurement uncertainty. Proceedings of the 5th Asia-Pacific Conference on Synthetic Aperture Radar; Singapore; 2015. p. 587–590.
   Google Scholar
• Ding B , Wen G . Exploiting multi-view SAR images for robust target recognition. Remote Sens. 2017;9(11):1150.10.3390/rs9111150
   Google Scholar