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VIDEO COPY DETECTION BASED ON SEGMENT FEATURE EXTRACTION

机译:基于段特征提取的视频复制检测

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摘要

Video has recently been commonly used for transferring information due to the continuous growth of the Internet. Because of this, illegal video copy detection is one of the most needed technologies. Existing video copy detection methods compare the whole video frames, so it may take a long time to detect a copy among many reference videos. -In this paper, we propose a video copy detection method based on segment feature extraction. Our method groups similar frames as a segment, and then compares the similarity between two videos based on the segments. To evaluate our method, we used 100-hour quantity reference videos and 50 video files. We measured the video copy detection time and the detection accuracy by comparing with these sources. The result of these tests confirms that our method is 60 times more time-cost effective than, and just as accurate as, the existing method.
机译:由于因特网的不断发展,最近视频已被普遍用于传输信息。因此,非法视频复制检测是最需要的技术之一。现有的视频副本检测方法会比较整个视频帧,因此在许多参考视频中检测副本可能会花费很长时间。 -本文提出了一种基于片段特征提取的视频拷贝检测方法。我们的方法将相似的帧分组为一个片段,然后根据片段比较两个视频之间的相似度。为了评估我们的方法,我们使用了100小时数量的参考视频和50个视频文件。通过与这些来源进行比较,我们测量了视频拷贝的检测时间和检测精度。这些测试的结果证实,我们的方法比现有方法的时间成本效率高60倍,并且精确度与现有方法相同。

著录项

  • 来源
  • 会议地点 Innsbruck(AT);Innsbruck(AT)
  • 作者单位

    Department of Electrical and Computer Engineering, Sungkyunkwan University 300 Cheoncheon-dong, Jangan-gu, Suwon, Gyeunggi-do 440-764 Republic of Korea;

    Department of Electrical and Computer Engineering, Sungkyunkwan University 300 Cheoncheon-dong, Jangan-gu, Suwon, Gyeunggi-do 440-764 Republic of Korea;

    Department of Electrical and Computer Engineering, Sungkyunkwan University 300 Cheoncheon-dong, Jangan-gu, Suwon, Gyeunggi-do 440-764 Republic of Korea;

    Department of Electrical and Computer Engineering, Sungkyunkwan University 300 Cheoncheon-dong, Jangan-gu, Suwon, Gyeunggi-do 440-764 Republic of Korea;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
  • 关键词

    video copy detection; segment feature extraction; multimedia.;

    机译:视频拷贝检测;段特征提取;多媒体。;

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