计算机工程与应用 ›› 2011, Vol. 47 ›› Issue (15): 213-215.
• 图形、图像、模式识别 • 上一篇 下一篇
接 标，汪金宝，凌宗虎，左开中
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JIE Biao，WANG Jinbao，LING Zonghu，ZUO Kaizhong
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摘要： 提出一种新的用于计算图像相似性的模型，该模型利用图像区域的相似性表示图像的相似性，针对不同的区域提取不同的特征或特种组合计算图像的相似性，利用遗传算法进行优化，利用实验进行验证及评价，表明方法能够获得更好的检索精度。
关键词: 图像检索, 区域相似性模型, 图像特征, 图像相似性, 遗传算法
Abstract: A new method is proposed for computing image similarity.Different from the conventional methods，similarity of a pair of images is computed by similarities of the corresponding image regions.The similarity of each region is computed using different features or combinations of features，and genetic algorithm is used for optimizing this pattern.Finally，the experiment is carried on two data sets.The result shows this method can achieve more effective retrieval precision.
Key words: image retrieval, Region Similarity Patterns（RSP）, image features, image similarity, genetic algorithm
接 标，汪金宝，凌宗虎，左开中. 基于区域相似性模型的图像检索研究[J]. 计算机工程与应用, 2011, 47(15): 213-215.
JIE Biao，WANG Jinbao，LING Zonghu，ZUO Kaizhong. RSP-based image retrieval[J]. Computer Engineering and Applications, 2011, 47(15): 213-215.
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http://cea.ceaj.org/CN/Y2011/V47/I15/213
