Active regions for colour texture segmentation integrating region and boundary information
dc.contributor.author
dc.date.accessioned
2010-05-10T12:34:02Z
dc.date.available
2010-05-03T15:11:52Z
2010-05-10T12:34:02Z
dc.date.issued
2003
dc.identifier.citation
Muñoz, X., Freixenet, J., Cufi, X., i Marti, J. (2003). Active regions for colour texture segmentation integrating region and boundary information. International Conference on Image Processing : 2003 : ICIP 2003 : Proceedings, 3, 453-456. Recuperat 10 maig 2010, a http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1247279
dc.identifier.isbn
0-7803-7750-8
dc.identifier.issn
1522-4880
dc.identifier.uri
dc.description.abstract
In this paper a colour texture segmentation method, which unifies region and boundary information, is proposed. The algorithm uses a coarse detection of the perceptual (colour and texture) edges of the image to adequately place and initialise a set of active regions. Colour texture of regions is modelled by the conjunction of non-parametric techniques of kernel density estimation (which allow to estimate the colour behaviour) and classical co-occurrence matrix based texture features. Therefore, region information is defined and accurate boundary information can be extracted to guide the segmentation process. Regions concurrently compete for the image pixels in order to segment the whole image taking both information sources into account. Furthermore, experimental results are shown which prove the performance of the proposed method
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.2003.1247279
dc.relation.ispartof
© International Conference on Image Processing : 2003 : ICIP 2003 : Proceedings, 2003, vol. 3, p. 453-456
dc.relation.ispartofseries
Articles publicats (D-ATC)
dc.rights
Tots els drets reservats
dc.title
Active regions for colour texture segmentation integrating region and boundary information
dc.type
info:eu-repo/semantics/article
dc.rights.accessRights
info:eu-repo/semantics/openAccess
dc.identifier.doi