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文章基本信息

  • 标题:Accelerating Video Frames Classification With Metric Based Scene Segmentation
  • 本地全文:下载
  • 作者:Adam Blokus ; Jan Cychnerski ; Adam Brzeski
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2014
  • 卷号:2
  • 期号:8
  • 出版社:S&S Publications
  • 摘要:This paper addresses the problem of the efficient classification of images in a video stream in cases, where all of the video has to be labeled. Realizing the similarity of consecutive frames, we introduce a set of simple metrics to measure that similarity. To use these observations for decreasing the number of necessary classifications, we propose a scene segmentation algorithm. Performed experiments have evaluated the acquired scene sizes and classification accuracy resulting from the usage of different similarity metrics with our algorithm. As a result, we have identified those metrics from the considered set, which show the best characteristics for usage in scene segmentation.
  • 关键词:scene segmentation; image distance; image classification
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