Change detection in segmented images based on reference filters
Автор: Lebedev Maxim Alekseevich, Rubis Aleksey Yurievich, Vizilter Yuri Valentinovich, Vygolov Oleg Viacheslavovich, Gorbatsevich Vladimir Sergeevich
Журнал: Компьютерная оптика @computer-optics
Рубрика: Обработка изображений: Восстановление изображений, выявление признаков, распознавание образов
Статья в выпуске: 1 т.40, 2016 года.
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In this paper we substantiate and develop a new comparative diffusion morphology technique based on filters that allow geometrical changes in the images under comparison. Two alternative interpretations of the morphological projector using “absolute” and “relative” definitions of a morphological image shape are proposed. Diffusion morphology based on superposition of two Pytiev’s projectors on mosaic shapes is considered. Diffusion morphology based on 'reference' filters is proposed as a generalization of the approach. The advantage of using diffusion morphology compared to classical Pytiev’s projective morphology in change detection applications is demonstrated.
Mathematical morphology, image matching, diffusion maps
Короткий адрес: https://sciup.org/14059442
IDR: 14059442 | DOI: 10.18287/2412-6179-2016-40-1-80-86