|Title: ||Multiregion multiscale image segmentation with anisotropic diffusion
||Author(s): ||Prasath V.B.S.
||Keywords: ||Anisotropic diffusion; Image segmentation; Linking; Multiregion; Multiscale; Pruning; Vectorial diffusion
||Abstract: ||We present a multiregion image segmentation approach which utilizes multiscale anisotropic diffusion based scale spaces. By combining powerful edge preserving anisotropic diffusion smoothing with isolevel set linking and merging, we obtain coherent segments which are tracked across multiple scales. A hierarchical tree representation of the given input image with progressively simplified regions is used with intra-scale splitting and inter-scale merging for obtaining multiregion segmentations. Experimental results on natural and medical images indicate that multiregion, multiscale image segmentation (MMIS) approach obtains coherent segmentation results.
||Issue Date: ||2021
||Publisher: ||Springer Science and Business Media Deutschland GmbH
||Series/Report no.: ||Vol. 12665
|Appears in Collections:||Conference Papers|