A 3D Reconstruction Strategy of Vehicle Outline Based on Single-Pass Single-Polarization CSAR Data

• Published in: IEEE transactions on image processing Vol. 26; no. 11; pp. 5545 - 5554
• Main Authors: Chen, Leping, An, Daoxiang, Huang, Xiaotao, Zhou, Zhimin
• Format: Journal Article
• Language: English
• Published: United States IEEE 01-11-2017; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: 3D reconstruction; circular synthetic aperture radar (CSAR); Computer simulation; Data processing; Economic analysis; Empirical analysis; Geometry; Image reconstruction; Imaging; Polarization; Reconstruction; Reflection; Scattering; Strategy; Synthetic aperture radar; Three-dimensional displays; vehicle outline
• ISSN: 1057-7149; 1941-0042
• DOI: 10.1109/TIP.2017.2738566

In the last few years, interest in circular synthetic aperture radar (CSAR) acquisitions has arisen as a consequence of the potential achievement of 3D reconstructions over 360° azimuth angle variation. In real-world scenarios, full 3D reconstructions of arbitrary targets need multi-pass data, which makes the processing complex, money-consuming, and time expending. In this paper, we propose a processing strategy for the 3D reconstruction of vehicle, which can avoid using multi-pass data by introducing a priori information of vehicle's shape. Besides, the proposed strategy just needs the single-pass single-polarization CSAR data to perform vehicle's 3D reconstruction, which makes the processing much more economic and efficient. First, an analysis of the distribution of attributed scattering centers from vehicle facet model is presented. And the analysis results show that a smooth and continuous basic outline of vehicle could be extracted from the peak curve of a noncoherent processing image. Second, the 3D location of vehicle roofline is inferred from layover with empirical insets of the basic outline. At last, the basic line and roofline of the vehicle are used to estimate the vehicle's 3D information and constitute the vehicle's 3D outline. The simulated and measured data processing results prove the correctness and effectiveness of our proposed strategy.