COMPARISON OF SEGMENTATION QUALITY ASSESSMENT FUNCTIONS IN CONTEXT OF COLOR IMAGE OVER-SEGMENTATION REDUCTION METHOD
Journal Title: Proceedings of Electrotechnical Institute Prace Instytutu Elektrotechniki - Year 2012, Vol 59, Issue 260
Abstract
The paper concerns one problem in watershed transformation: over-segmentation. It compares segmentation quality assesment functions used to assess the quality of over-segmentation reduction in images first segmented by means of watershed transformation. It presents briefly a method of over-segmentation reduction based on cluster analysis, a method proposed earlier by the authors. Using the above functions allows for semi-automatic selection of the number of classes in the final segmentation. Results are discussed and illustrated with charts and sample test images of segmentation.
Authors and Affiliations
Jakub SMOŁKA, Maria SKUBLEWSKA-PASZKOWSKA
Keywords
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