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Performance analysis of local indexing methods for video copy detection

机译:视频拷贝检测局部索引方法的性能分析

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Technological developments and increases of the copyright infringements have led a demand on developing automatic video copy detection systems. Generally, for this task, even if visual local descriptors are preferred, descriptors should be indexed according to make an effective search. In this work, performance of three indexing methods which are defined in literature is compared for video copy detection task. Additionally estimating geometric relation between video frames has positive effect on performance is shown. Evaluation of proposed methods are tested on TRECVID 2009 content based video copy detection dataset and from obtained results, product quantization method yields much more accurate result with respect to classical bag-of-word method is observed.
机译:技术的发展和版权侵权的增加导致了对开发自动视频拷贝检测系统的需求。通常,对于此任务,即使首选视觉本地描述符,也应根据进行有效搜索的方式对描述符进行索引。在这项工作中,针对视频复制检测任务比较了文献中定义的三种索引方法的性能。另外,示出了估计视频帧之间的几何关系对性能具有积极影响。在基于TRECVID 2009内容的视频复制检测数据集上测试了所建议方法的评估,并且从获得的结果中,观察到产品量化方法相对于传统的词袋法得出的结果要准确得多。

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