Fast Image Retrieval Based on Color, Texture and Shape of MPEG-7

摘要：

Color, texture and shape are three basic visual features in content-based image retrieval. Descriptors based on only one of them could just express parts of characteristics of images. This paper proposes a method that comprehensively utilizes domain color descriptor, edge histogram descriptor and shape feature descriptor in MPEG-7 standards, and evaluates the result according to the evaluation standards provided by MPEG-7. The experiment result shows that the method combining three features does more in line with the requirements of human visual experience, and obtains better retrieval result.

作者: Wei Pianpian Wang Beizhan Qu Cheng

作者单位: Software School Xiamen University,Xiamen 361005,Fujian,China

会议类型: 国际会议

会议名称: 2008 IEEE International Symposium on IT in Medicine and Education(2008信息技术在医学和教育中的应用国际研讨会)(ITME 2008)

会议地点: 厦门

会议语种:英文

页码: 885-889

在线出版日期: 2008-12-12（万方平台首次上网日期，不代表论文的发表时间）