Image Retrieval Based on Color Saliency Histogram

被引：0

作者：

Lei Yunqi ^{[1
]}

Shi Zhenxiang ^{[1
]}

Jiang Xutuan ^{[1
]}

Li Qingmin ^{[1
]}

Chen Dongjie ^{[1
]}

机构：

[1] Xiamen Univ, Dept Comp Sci, Xiamen, Peoples R China

来源：

2009 INTERNATIONAL SYMPOSIUM ON COMPUTER NETWORK AND MULTIMEDIA TECHNOLOGY (CNMT 2009), VOLUMES 1 AND 2 | 2009年

关键词：

Color Saliency Histogram; spatial distribution entropy; radius entropy; angle entropy; Content Based Image Retrieval;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

A new image retrieval method based on Color Saliency Histogram is proposed. Two features of a given image, the radius entropy and angle entropy, are defined and used to describe the spatial distribution of color, then, combining the entropies with the color coherence value, the saliency of each kind of color is calculated. After that, the Color Saliency Histogram is built for image retrieval. Experimental results show that the proposed method is feasible and more effective.

引用

页码：78 / 81

页数：4

共 15 条

[1]

Achanta R, 2008, LECT NOTES COMPUT SC, V5008, P66

[2]

Huang Hui-hui, 2005, IEEE ISADS05

[3] Image indexing using color correlograms [J].

Huang, J ;

Kumar, SR ;

Mitra, M ;

Zhu, WJ ;

Zabih, R .

1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, :762-768

[4]

Huang Jing, 2008, Computer Engineering, V34, P202

[5] A model of saliency-based visual attention for rapid scene analysis [J].

Itti, L ;

Koch, C ;

Niebur, E .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (11) :1254-1259

[6]

John ZM., 2000, THESIS LOUISIANA STA, P45

[7] Spatial color descriptor for image retrieval and video segmentation [J].

Lee, HY ;

Lee, HK ;

Ha, YH .

IEEE TRANSACTIONS ON MULTIMEDIA, 2003, 5 (03) :358-367

[8]

LU Zhen-tai, 2008, J IMAGE GRAPHICS, V13, P654

[9] Histogram refinement for content-based image retrieval [J].

Pass, G ;

Zabih, R .

THIRD IEEE WORKSHOP ON APPLICATIONS OF COMPUTER VISION - WACV '96, PROCEEDINGS, 1996, :96-102

[10] Tools and techniques for color image retrieval [J].

Smith, JR ;

Chang, SF .

STORAGE AND RETRIEVAL FOR STILL IMAGE AND VIDEO DATABASES IV, 1996, 2670 :426-437

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