Support plane method applied to ground objects recognition using modelled SAR images

Denis A. Zherdev; Vladimir A. Fursov

doi:10.1117/12.2188531

22 September 2015 Support plane method applied to ground objects recognition using modelled SAR images

Proceedings Volume 9599, Applications of Digital Image Processing XXXVIII; 95992J (2015) https://doi.org/10.1117/12.2188531
Event: SPIE Optical Engineering + Applications, 2015, San Diego, California, United States

Abstract

In this study, the object recognition problem was solved using support plane method. The modelled SAR images were used as features vectors in the recognition algorithm. Radar signal backscattering of objects in different observing poses is presented in SAR images. For real time simulation, we used simple mixture model of Lambertian–specular reflectivity. To this end, an algorithm of ray tracing is extended for simulating SAR images of 3D man-made models. The suggested algorithm of support plane is very effective in objects recognition using SAR images and RCS diagrams.

Citation Download Citation

Denis A. Zherdev and Vladimir A. Fursov "Support plane method applied to ground objects recognition using modelled SAR images", Proc. SPIE 9599, Applications of Digital Image Processing XXXVIII, 95992J (22 September 2015); https://doi.org/10.1117/12.2188531

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