基于三个正交平面的Weber局部描述子的视频拷贝检测

Aissa Boukhari, A. Serir
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引用次数: 2

摘要

提出了一种新的视频拷贝检测系统。该方法的核心是将局部描述符WLD扩展到三个正交平面(WLD- top)。实际上,为了提取特征向量,首先生成关键帧,然后使用WLD-TOP描述符执行感知哈希。将该方法应用于三个数据库,并对几种攻击进行了评估。性能评估与最新研究的艺术状态和其他描述符的使用有关。得到的结果概述了所提出的视频复制检测在精度,召回率和准确性方面的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Weber local descriptor from three orthogonal planes based video copy detection
This paper presents a novel video copy detection system. The kernel of the approach is based on our proposed extended local descriptor WLD to three orthogonal planes (WLD-TOP). Indeed, in the aim to extract features vector, key-frames are generated and then a perceptual hash is performed using the WLD-TOP descriptor. The proposed method is applied on three databases and evaluated against several attacks. Performances are assessed in relation to recent studies of the state of the art and the use of other descriptors. The obtained results outline the robustness of the proposed video copy detection in terms of precision, recall and accuracy.
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