Title :
Composite morphological filters in multiresolution morphological decomposition
Author :
Wei, LI ; Haese-Coat, V.
Author_Institution :
Inst. Nat. des Sci. Appliques, Rennes, France
Abstract :
Proposes four new kinds of morphological filters called composite morphological filters (CMFs); they are formed by the combination of opening and closing with image component itself. Then the authors use part of the CMFs in a multiresolution morphological decomposition (MMD) procedure to get image components according to texture size distributions. Finally, they try to classify different textures using a feature which is taken from decomposed images by the CMFs
Keywords :
digital filters; image classification; image resolution; image texture; mathematical morphology; classification; closing; composite morphological filters; decomposed images; image component; multiresolution morphological decomposition; opening; texture size distributions;
Conference_Titel :
Image Processing and its Applications, 1995., Fifth International Conference on
Conference_Location :
Edinburgh
Print_ISBN :
0-85296-642-3
DOI :
10.1049/cp:19950760