Object recognition by the radar signatures of electromagnetic field scattering on base of support subspaces method
Автор: Zherdev Denis Alekseevich, Kazanskiy Nikolay Lvovich, Fursov Vladimir Alekseevich
Журнал: Компьютерная оптика @computer-optics
Рубрика: Обработка изображений: Восстановление изображений, выявление признаков, распознавание образов
Статья в выпуске: 3 т.38, 2014 года.
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In the work study the object recognition problem by the radar signatures of scattering reflected electromagnetic radiation. As template we use diagrams that made by computing the scattering field of 3d object models. The conjugation index with so-called support subspace that formed by attribute vectors of recognition class used in recognition as metric distance. Recognition quality in depending upon the dimension of support subspaces is studied. In work give comparison of result obtained by support vector machine and the compute correlation index with average class vector.
Digital image processing, electromagnetic field, scattering field, recognition, conjugation index
Короткий адрес: https://sciup.org/14059269
IDR: 14059269