Volume 6 Number 6 (Jun. 2011)
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JCP 2011 Vol.6(6): 1222-1229 ISSN: 1796-203X
doi: 10.4304/jcp.6.6.1222-1229

Image Optimization Algorithm Based on Salient Region and Layout Adjustment

Zhen Hua1, Yewei Li1, 2, Jinjiang Li1, 2
1Shandong Institute of Business and Technology, Yantai, China
2Shandong Normal University, Jinan, China


Abstract—The purpose of image optimization is that the salient region of image is stand out, and is layout an image met the demand. The existed image optimization method is summarized, and their advantages and disadvantages respectively analyzed. The improved visual attention model is described, and is used to detect the salient region of image. The parameters of image optimization are calculated by the optimization function of image layout rules. At last, the weights of the images optimized parameters are adjusted by the image layout and adjustment function based on image optimized parameters, to achieve image layout and obtain the most optimal image, to realize image optimization. Experimental results validate that this methods not only achieve image optimization, but also accurately and automatically achieve to shorten distance and enlarge salient regions, improve the quality of the image optimization, and has good robustness.

Index Terms—Visual attention model, salient region, layout adjustment, image optimization

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Cite: Zhen Hua, Yewei Li, Jinjiang Li , "Image Optimization Algorithm Based on Salient Region and Layout Adjustment," Journal of Computers vol. 6, no. 6, pp. 1222-1229, 2011.

General Information

ISSN: 1796-203X
Abbreviated Title: J.Comput.
Frequency: Bimonthly
Editor-in-Chief: Prof. Liansheng Tan
Executive Editor: Ms. Nina Lee
Abstracting/ Indexing: DBLP, EBSCO,  ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat,etc
E-mail: jcp@iap.org
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