首页> 外文会议>Asian Conference on Computer Vision(ACCV 2007) pt.2; 20071118-22; Tokyo(JP) >Content-Based Matching of Videos Using Local Spatio-temporal Fingerprints
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Content-Based Matching of Videos Using Local Spatio-temporal Fingerprints

机译:使用本地时空指纹的基于内容的视频匹配

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摘要

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:指纹是将内容或其片段映射到称为指纹的唯一,具有区别性的哈希中的过程。在本文中,我们提出了一种自动视频识别算法,该算法采用指纹技术将视频存储在其数据库中。当使用降级的短视频片段进行查询时,系统的目标是准确且实时地检索与其对应的原始视频。我们提出一种算法,该算法首先提取用于查询及其实际数据库视频的时间对齐的关键帧,然后在此类帧内局部计算时空指纹,以指示内容匹配。该算法的所有阶段都显示出高度的稳定性和可重现性,即使对查询应用了严重的失真也是如此。

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