Abstract
The target aspect estimation (TSE) is important to automatic target recognition in synthetic aperture radar (SAR) images, which can dramatically reduce the computational burden. In this paper, the proposed method for TSE first segments the image using two-dimensional (2D) maximum entropy threshold algorithm into target, shadow, and background. After obtaining the primary contour of target, we optimize the TSE by combining the estimation results from both Radon transform and axis information. The validity and accuracy of the proposed method are demonstrated by the experimental results with MSTAR database.
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References
Ross T D, Bradley J J, Hudson L J, et al. SAR ATR: so what’s the problem? An MSTAR perspective[C]// Aerosense. International Society for Optics and Photonics, 1999.
Jones, Grinnell, and B. Bhanu. “Recognition of Articulated and Occluded Objects.” Pattern Analysis & Machine Intelligence IEEE Transactions on 21.7(1999):603–613.
Principe, Jose C, Q. Zhao, and D. Xu. “A novel ATR classifier exploiting pose information.” Proceedings of Image Understanding Workshop (1998).
Principe, Jose C., D. Xu, and J. W. F. Iii. “Pose estimation in SAR using an information theoretic criterion.” Proc. SPIE Conf 1998.
Meth, Reuven. “Target/shadow segmentation and aspect estimation in synthetic aperture radar imagery.” Proceedings of SPIE—The International Society for Optical Engineering (1998):188–196.
Voicu, Liviu I, R. Patton, and H. R. Myler. “Multicriterion vehicle pose estimation for SAR ATR.” Proc Spie 3721(1999).3321. Bellingham, WA: society of Photo-Optical Instrumentation Engineers, 1999: 497–506.
Zhang, Xuepan, et al. “Geometry-Information-Aided Efficient Motion Parameter Estimation for Moving-Target Imaging and Location.” IEEE Geoscience & Remote Sensing Letters 12.1(2017):155–159.
Chen, Meng Xian, et al. “Improved Artificial Colony Algorithm in the Application of Two-Dimensional Otsu Image Segmentation.” Computer Systems & Applications (2014).
Ryu, J. B, C. G. Lee, and H. H. Park. “Formula for Harris corner detector.” Electronics Letters 47.3(2011):180–181.
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Long, Y., Jiang, X., Liu, X., Zhou, Z. (2019). Target Aspect Estimation in SAR Images via Two-Dimensional Entropic Thresholding and Radon Transform. In: Wang, L., Wu, Y., Gong, J. (eds) Proceedings of the 5th China High Resolution Earth Observation Conference (CHREOC 2018). CHREOC 2018. Lecture Notes in Electrical Engineering, vol 552. Springer, Singapore. https://doi.org/10.1007/978-981-13-6553-9_5
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DOI: https://doi.org/10.1007/978-981-13-6553-9_5
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