基于内容的图像哈希检索算法研究与应用

Xinqun Luo, Xingyu Tan
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引用次数: 0

摘要

为了存储和管理大量的图像信息,我们构建了数据库检索系统,研究并应用了基于内容的图像检索算法。我们发现,在处理大量图像的场景下,差分哈希算法的性能优于感知哈希算法、均值哈希算法和直方图特征提取算法。最后,我们将差值哈希算法应用到一个电影节数据库检索系统中,实现了对大量电影资料的存储和检索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research and Application of Content-based Image Hash Retrieval Algorithm
In order to store and manage a large amount of image information, we built a database retrieval system and studied and applied content-based image retrieval algorithms. We found that the difference hashing algorithm performs better than the perceptual hashing algorithm, the mean hashing algorithm and the histogram feature extraction algorithm in the scenario of handling a large number of images. Finally, we applied the difference-value hashing algorithm to a database retrieval system for a film festival to achieve in storing and retrieving a large amount of film materials.
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