A new approach to segmentation based on fusing circumscribed contours, region growing and clustering

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dc.contributor.author Muñoz Pujol, Xavier
dc.contributor.author Cufí i Solé, Xavier
dc.contributor.author Freixenet i Bosch, Jordi
dc.contributor.author Martí i Bonmatí, Joan
dc.date.issued 2000
dc.identifier.citation Muñoz, X., Cufí, X., Freixenet, J., i Martí, J. (2000). A new approach to segmentation based on fusing circumscribed contours, region growing and clustering. International Conference on Image Processing : 2000 : Proceedings, 1, 800-803. Recuperat 10 maig 2010, a http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=901080
dc.identifier.isbn 0-7803-6297-7
dc.identifier.uri http://hdl.handle.net/10256/2245
dc.description.abstract One of the major problems in machine vision is the segmentation of images of natural scenes. This paper presents a new proposal for the image segmentation problem which has been based on the integration of edge and region information. The main contours of the scene are detected and used to guide the posterior region growing process. The algorithm places a number of seeds at both sides of a contour allowing stating a set of concurrent growing processes. A previous analysis of the seeds permits to adjust the homogeneity criterion to the regions's characteristics. A new homogeneity criterion based on clustering analysis and convex hull construction is proposed
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher IEEE
dc.relation.isformatof Reproducció digital del document publicat a: http://dx.doi.org/10.1109/ICIP.2000.901080
dc.relation.ispartof © International Conference on Image Processing : 2000 : Proceedings, 2000, vol. 1, p. 800-803
dc.relation.ispartofseries Articles publicats (D-ATC)
dc.rights Tots els drets reservats
dc.subject Imatges -- Segmentació
dc.subject Imatge, Tècniques d'
dc.subject Visió per ordinador
dc.subject Computer vision
dc.subject Imaging segmentation
dc.subject Imaging systems
dc.title A new approach to segmentation based on fusing circumscribed contours, region growing and clustering
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1109/ICIP.2000.901080


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