Detecting image differences based on reference EMD-filters
Автор: Lebedev Maxim Alekseevich, Rubis Aleksey Yurievich, Vizilter Yuri Valentinovich, Vygolov Oleg Viacheslavovich
Журнал: Компьютерная оптика @computer-optics
Рубрика: Обработка изображений, распознавание образов
Статья в выпуске: 2 т.42, 2018 года.
Бесплатный доступ
In our previous works dealing with detecting differences in images in the case of substantial variations in brightness and geometry of an object, we proposed a morphological scheme for image analysis based on diffusion and reference mosaic filters. The filters were defined through the heat kernels of the similarity of image fragments. In this paper, we propose an implementation of this morphological scheme using original reference Earth mover's distance (EMD) filters, in which the optimal matrices of the mutual similarity of mosaic forms are calculated through a linear programming method.
Mathematical morphology, image matching, diffusion maps
Короткий адрес: https://sciup.org/140228729
IDR: 140228729 | DOI: 10.18287/2412-6179-2018-42-2-291-296