IMAGE RETRIEVAL TECHNOLOGY OF MULTI-MPEG-7 FEATURES BASED ON GENETIC ALGORITHM

摘要：

A content-based image retrieval (CBIR) system, especially the WEB-based CBIR system must be able to acknowledge different interpretations, which can be universally passed onto or accessed by a device or a computer code whether they are from CBIR system itself or from outer.In addition, the CBIR system must consider the different angles of human visual system.In order to realize such functions, MPEG-7 is employed with the aim to provide fundamental tools for describing multimedia contents and genetic algorithm is used to optimize the retrieval feature spaces so as to make the retrieval universal and to get the best result set.Experiments show that the retrieval efficiency can be significantly increased in comparison with the Efficient Content-Based Image Retrieval.

关键词： CBIR MPEG-7 Genetic algorithm Optimization

作者: MING-SHENG LIU JIAN-HUA LI HUI LIU

作者单位: Handan College, Handan, 056005, China Information Engineering Department, Shijiazhuang Railway Institute, Shijiazhuang, 050043, China

会议类型: 国际会议

会议名称: 2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

会议地点: 香港

会议语种:英文

页码: 3549-3555

在线出版日期: 2007-08-19（万方平台首次上网日期，不代表论文的发表时间）