Texture segmentation by fuzzy clustering of spatial patterns

Yong Xia, Rongchun Zhao, Yanning Zhang, Jian Sun, Dagan Feng

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

An approach to perceptual segmentation of textured images by fuzzy clustering of spatial patterns is proposed in this paper. The dissimilarity between a texture feature, which is modeled as a spatial pattern, and each cluster is calculated as a combination of the Euclidean distance in the feature space and the spatial dissimilarity, which reflects how much of the pattern's neighborhood is occupied by other clusters. The proposed algorithm has been applied to the segmentation of texture mosaics. The results of comparative ex-periments demonstrate that the proposed approach can segment textured im-ages more effectively and provide more robust segmentations.

源语言英语
主期刊名Fuzzy Systems and Knowledge Discovery - Third International Conference, FSKD 2006, Proceedings
出版商Springer Verlag
894-897
页数4
ISBN(印刷版)3540459162, 9783540459163
DOI
出版状态已出版 - 2006
活动3rd International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2006 - Xi'an, 中国
期限: 24 9月 200628 9月 2006

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4223 LNAI
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议3rd International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2006
国家/地区中国
Xi'an
时期24/09/0628/09/06

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