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Content-Based Matching of Videos Using Local Spatio-temporal Fingerprints

机译:基于内容的视频匹配使用本地时空指纹的视频

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Fingerprinting is the process of mapping content or fragments of it, into unique, discriminative hashes called fingerprints. In this paper, we propose an automated video identification algorithm that employs fingerprinting for storing videos inside its database. When queried using a degraded short video segment, the objective of the system is to retrieve the original video to which it corresponds to, both accurately and in real-time. We present an algorithm that first, extracts key frames for temporal alignment of the query and its actual database video, and then computes spatio-temporal fingerprints locally within such frames, to indicate a content-match. All stages of the algorithm have been shown to be highly stable and reproducible even when strong distortions are applied to the query.
机译:指纹识别是将其内容或碎片映射到独特,辨别性哈希称为指纹的过程。在本文中,我们提出了一种自动视频识别算法,该算法采用了用于存储数据库内的视频的指纹。当使用劣化的短视频段查询时,系统的目的是检索它对应于准确和实时对应的原始视频。我们提出了一种算法,首先,提取查询的时间对准的关键帧及其实际数据库视频,然后在这种帧内本地计算时空指纹,以指示内容匹配。即使在对查询施加强烈的扭曲时,算法的所有阶段都已显示为高度稳定和可重复。

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