Differential Morphological Decomposition Segmentation: A Multi-Scale Object Based Image Description
In this paper, we propose a novel approach for breaking up an image into multi-scale overlapping objects. The image is decomposed by granulometry or differential morphological pyramid, resulting in a discrete scale-space representation. Then, the scale-space transform is segmented by a region based method. Projecting the obtained scale-space partition into space constitutes the disintegrated image representation, which enables a multi-scale object based image description.
GUEGUEN Lionel;
SOILLE Pierre;
PESARESI Martino;
2010-10-19
IEEE Computer Society
JRC56701
http://www.icpr2010.org/,
https://publications.jrc.ec.europa.eu/repository/handle/JRC56701,
10.1109/ICPR.2010.235,
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