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.

Бесплатный доступ

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.

Еще

Mathematical morphology, image matching, diffusion maps

Короткий адрес: https://sciup.org/14059442

IDR: 14059442   |   DOI: 10.18287/2412-6179-2016-40-1-80-86

Статья научная