Robust ISAR Target Recognition Based on IC-STNsdoi:10.1109/apsar46974.2019.9048576Xuening ZhouXueru BaiIEEEIEEE Asia-Pacific Conference on Synthetic Aperture Radar
Automatic aircraft target recognition by ISAR image processing based on neural classifier. Int. J. Advanced Comp. Sci. Appl., 2012, 3(8), 96-103.B e n e d e t t o, F., F. R. F u l g i n e i, A. L a u d a n i, G. A l b a n e s e. Automatic Aircraft ...
Kim, "Construction of ISAR training database for automatic target recognition," Journal of Electromagnetic Waves and Applications, Vol. 25, Nos. 11-12, 1493- 1503, 2011.S. -H. Park, M. -G. Joo, and K. -T. Kim "Construction of ISAR training database for automatic target recog- ...
This work proposes a new automatic target classifier, based on a combined neural networks' system, by ISAR image processing. The novelty introduced in our work is twofold. We first present a novel automatic classification procedure, and then we discuss an improved multimedia processing of ISAR imag...
This paper proposes an efficient method of constructing an ISAR training database based on the flight scenario, which can be applied to recognition of real targets. Simulation results for three flight scenarios using real-sized five targets prove that the proposed method is very efficient and ...
ISAR target recognition based on non-negative sparse codingdoi:10.1109/JSEE.2012.00104inverse synthetic aperture radar (ISAR)preprocessingnon-negative sparse coding (NNSC)visual perceptiontarget recognitionNing TangXunzhang GaoXiang LiSystems Engineering and Electronics, Journal of (JSEE)...
Radar Automatic Target Recognition Based on InISAR Images基于InISAR像的目标识别方法干涉式逆合成孔径雷达相位缠绕特显点极化映射The cross-range of ISAR image corresponds with the Doppler frequencies of scatterers, which is decided by the target motion. If the cross-range of ISAR image is not scaled...
The recognition effects of training and testing in different imaging time periods are studied successively, and compared under different recognition methods. Based on the constructed target database, the principal component analysis method has a better recognition effect....
Li L,WuY,Liu H, et al.Radar Automatic Target Recognition Based on InISAR Images. 2007 1st Asian and Pacific Coference on Synthetic Aperture Radar Proceedings . 2007Li L Y,Yuan W M,Liu H W,et al.Radar automatic targetrecognition based on InISAR images. 1st Asian andPacific Conference on...
In this paper, a real-world complex ISAR target recognition method is proposed on a computationally limited platform using deep adaptive learning (DAL). Particularly, adaptive multimodal mechanism (AMM) is presented to efficiently handle the complex multimodal recognition problem, which substantially ...