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International Conference on Mechanical and Electrical Technology, 3rd, (ICMET-China 2011), Volumes 1–3Available to Purchase
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ISBN:
9780791859810
No. of Pages:
906
Publisher:
ASME Press
Publication date:
2011
eBook Chapter
114 An Improved Image Retrieval Algorithm Available to Purchase
By
Guangwen Zhang
,
Guangwen Zhang
Information Engineering School of Communication University of China
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Lei Yang
,
Lei Yang
Information Engineering School of Communication University of China
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Jun Zhai
,
Jun Zhai
Information Engineering School of Communication University of China
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Hui Li
,
Hui Li
Information Engineering School of Communication University of China
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Yueping Lian
Yueping Lian
Information Engineering School of Communication University of China
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Page Count:
6
-
Published:2011
Citation
Zhang, G, Yang, L, Zhai, J, Li, H, & Lian, Y. "An Improved Image Retrieval Algorithm." International Conference on Mechanical and Electrical Technology, 3rd, (ICMET-China 2011), Volumes 1–3. Ed. Xie, Y. ASME Press, 2011.
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In this paper, HSV color model is selected to verify other links to the choice of methods. Next, the color space is quantized and the quantization standard can be divided into equidistant quantification and non-equidistant quantification .The after is choosing proper feature extraction method. In the choice of similarity measure, this paper compares Euclidean distance and the weighted distance, and then concludes the more effective retrieval results. Finally, through the contrast, this paper chooses the optimal image retrieval algorithm: HSV color model-Local accumulate histogram- Euclidean distance- non-equidistant quantification.
Topics:
Algorithms
Abstract
Key Words
1 Introduction
2. The Color Feature Extractin Algorithm Adopted in the Article
3 .Color Quantization
4. Color Feature Similarity Computtion
5. Improved Algorithm Thought in This Paper
6. Experimental Results and Nanlysis
7. Summaries
8. Acknowledgment
References
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