Content-based image retrieval using salient boundary and centroid-radii model

Qing Wang, Haijian Ye, Yan Wang, Hua Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In view of the instability and low efficiency of the present image retrieval method, especially for simple image comparison with some salient shapes, a new image retrieval algorithm based on salient closed boundary is presented. Firstly, the Canny operator is performed to detect edges. Secondly, the ratio contour is used to extract the most salient closed boundary of some shape from the image. Finally, the similarities are measured by feature vector of the salient closed boundary based on the centroid-radii model. Preliminary experimental results demonstrate that the proposed method is quite suitable for many professional image retrieval systems and has a good performance in both retrieval efficiency and effectiveness.

源语言英语
主期刊名Computer and Computing Technologies in Agriculture II - The 2nd IFIP International Conference on Computer and Computing Technologies in Agriculture, CCTA2008
编辑Chunjiang Zhao, Daoliang Li
出版商Springer New York LLC
853-860
页数8
ISBN(印刷版)9781441902108
出版状态已出版 - 2009
已对外发布
活动2nd IFIP International Conference on Computer and Computing Technologies in Agriculture, CCTA2008 - Beijing, 中国
期限: 18 10月 200820 10月 2008

出版系列

姓名IFIP Advances in Information and Communication Technology
294
ISSN(印刷版)1868-4238

会议

会议2nd IFIP International Conference on Computer and Computing Technologies in Agriculture, CCTA2008
国家/地区中国
Beijing
时期18/10/0820/10/08

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