Proceedings of 2010 Cross-Strait Conference on Information Science and Technology (CSCIST 2010 E-BOOK)

Qinhuangdao,China,7.9-7.13,2010

ISBN: 978-1-935068-15-0 Scientific Research Publishing, USA

E-Book 840pp Pub. Date: July 2010

Category: Computer Science & Communications

Price: $120

Title: An Image Retrieval Algorithm Based on Reselect Manifold Ranking
Source: Proceedings of 2010 Cross-Strait Conference on Information Science and Technology (CSCIST 2010 E-BOOK) (pp 430-435)
Author(s): Li Liu, Department of Computer Science, Huizhou University, Huizhou, Guangdong
Dan Tao, School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing
Zhen Liu, College of Computer Science and Engineering, South China University of Technology, Guangzhou
Ying Zou, College of Computer Science and Engineering, Zhongkai University of Agriculture and Engineering, Guangzhou
Abstract: Content-Based Image Retrieval (CBIR) has become one of the most active research areas. Researchers focus on introducing manifold learning method into CBIR due to its advantage of learning user’s semantic conception. In this paper, we review the existing image retrieval algorithms based on manifold ranking and studied the issues of them. Particularly, we propose a novel image retrieval algorithm based on reselect manifold ranking to save online response time and improve the precision for image retrieval. The experimental results on image database demonstrate the effectiveness of our proposed algorithm.
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