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Shot Change Detection from Partially Decoded MPEG Data

机译:从部分解码的MPEG数据中检测镜头变化

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摘要

In this paper, we propose a scene decompossition algorithm from MPEG compressed video data. As preprocessing for scene decomposition, partial reconstruction methods of DC images for P-and B-pictures as well as I-pictures directly from an MPEG bitstream are used. As for detection algorithms, we have exploited several methods for detection of abrupt shot changes, dissolves, and wipe transitions using comparison of DC images between frames and coding information such as motion vectors. A method is also proposed for exclusion of undesired detection such as flashlight scenes in order to enhance shot change detection accuracy. More than 95 decomposition accuracy has been obtained in an experiment using a TV program longer than 1 hour. It is also found that in the proposed algorithm, shot change detection can be performed more than 5 times faster than normal playback speed using a 130MIPS workstation.
机译:在本文中,我们提出了一种基于MPEG压缩视频数据的场景分解算法。作为用于场景分解的预处理,使用直接来自MPEG比特流的用于P图像和B图像以及I图像的DC图像的部分重构方法。至于检测算法,我们利用帧之间的DC图像与运动信息等编码信息的比较,开发了多种方法来检测突然的镜头变化,消除和擦除过渡。还提出了一种用于排除诸如手电筒场景之类的不期望的检测的方法,以提高镜头改变检测的准确性。使用1个小时以上的电视节目进行的实验获得了95以上的分解精度。还发现在所提出的算法中,使用130MIPS工作站可以比正常回放速度快5倍以上执行镜头变化检测。

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