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Key frame extraction from online video based on improved frame difference optimization

机译:基于改进帧差优化的在线视频关键帧提取

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As the fast development of network and multimedia technology, there are mass of videos on the Internet. The problem of how to browse the large volume of video data is urgent to be solved. Key frame extraction is a very important technology in online video retrieval and video abstraction. Efficient key frame extraction can boost the development of video browsing technology. In this paper, we first review some commonly-used key frame extraction technology, and then propose a improved key frame extraction algorithm, which measures the similarity of two adjacent frames' contents in terms of the information of frame difference and extracts key frames after optimizing the frame difference. The experiment results show that the proposed algorithm can extract key information from online video efficiently, and has a good description in the aspect of motion of the camera lens.
机译:随着网络和多媒体技术的快速发展,Internet上有大量的视频。迫切需要解决如何浏览大量视频数据的问题。关键帧提取是在线视频检索和视频抽象中非常重要的技术。高效的关键帧提取可以促进视频浏览技术的发展。在本文中,我们首先回顾了一些常用的关键帧提取技术,然后提出了一种改进的关键帧提取算法,该算法根据帧差异信息测量两个相邻帧内容的相似度,并在优化后提取关键帧。帧差。实验结果表明,该算法能够有效地从在线视频中提取关键信息,并且在镜头运动方面具有很好的描述性。

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