Hybrid image segmentation using watersheds and fast region merging

A hybrid multidimensional image segmentation algorithm is proposed, which combines edge and region-based techniques through the morphological algorithm of watersheds. An edge-preserving statistical noise reduction approach is used as a preprocessing stage in order to compute an accurate estimate of...

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Veröffentlicht in:	IEEE transactions on image processing 1998-12, Vol.7 (12), p.1684-1699
Hauptverfasser:	Haris, K., Efstratiadis, S.N., Maglaveras, N., Katsaggelos, A.K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Costs Exact sciences and technology Image processing Image segmentation Information, signal and communications theory Magnetic resonance Merging Multidimensional systems Nearest neighbor searches Noise reduction Partitioning algorithms Signal processing Surface morphology Telecommunications and information theory Two dimensional displays
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