Image segmentation via multiresolution diffused expectation-maximisation

Image segmentation via multiresolution diffused expectation-maximisation

Multiresolution diffused expectation maximisation performs segmentation on vector (e.g. color) images within a multiscale framework; segmentation is carried out via the expectation maximisation algorithm, coupled with anisotropic diffusion on classes, in order to account for the spatial dependencies...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Boccignone, G., Caggiano, V., Napoletano, P., Ferraro, M.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Anisotropic magnetoresistance
Image color analysis
Image resolution
Image segmentation
MPEG 4 Standard
MPEG 7 Standard
Partitioning algorithms
Pixel
Probability distribution
Spatial resolution
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Beschreibung
Zusammenfassung:Multiresolution diffused expectation maximisation performs segmentation on vector (e.g. color) images within a multiscale framework; segmentation is carried out via the expectation maximisation algorithm, coupled with anisotropic diffusion on classes, in order to account for the spatial dependencies among pixels.
ISSN:1522-4880
2381-8549
DOI:10.1109/ICIP.2005.1529744