A method for image retrieval based on wavelet generalized histogram

被引：0
|
作者：
Wang, Beizhan [1 ]
Hong, Qingqi [1 ]
Li, Cuihua [1 ]
Lou, Runyu [1 ]
Su, Fangzhong [1 ]
Wei, Pianpian [1 ]
机构：
[1] Xiamen Univ, Sch Software, Xiamen 361005, Peoples R China
来源：
IC-BNMT 2007: Proceedings of 2007 International Conference on Broadband Network & Multimedia Technology | 2007年
关键词：
generalized histogram; HSV color space; image retrieval; wavelet transform;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper integrated the advantages of generalized histogram and wavelet transform and proposed a new method based on wavelet generalized histogram. Firstly, it processed the discrete wavelet transformation decomposition for the original image and constructed three wavelet smoothed images of the original image in the three directions of 0 degrees,90 degrees,135 degrees. Secondly, it combined the original image with each of the three smoothed images to form a binary set, which was just the wavelet generalized histogram. There were three wavelet smoothed images in the three directions, so it constructed three wavelet generalized histograms in the three directions respectively. Finally, it used the three generalized histograms for retrieval, and it not only considered the spatial correlation info, but also took full advantage of excellent character of wavelet transform. The experimental results show that the new method has an advanced general performance and improves the image retrieval precision.
引用
收藏
页码：74 / 78
页数：5
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