Clustering of Video Scenes with Feedback

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Other Title
  • フィードバックをともなう映像シーンのクラスタリング(映像メディアおよび一般 : インターネット, デジタル放送, マルチメディア, 三次元画像, 視覚と画質評価, ITS等)
  • フィードバックをともなう映像シーンのクラスタリング
  • フィードバック オ トモナウ エイゾウ シーン ノ クラスタリング

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Abstract

Clustering scenes in a video based on the similarity is one of the effective methods for structuralization of the video media. In this paper, we propose a method of clustering the fixed length video scenes making use of the user feedbacks in order to improve the accuracy of clustering. In the proposed method, the user feedbacks for arbitrary elements in a cluster whether they are relevant to the cluster through the graphical user interface visualizing the result of clustering. Then the accuracy can be improved by re-clustering based on the feedback information. Applying this method to the video, we demonstrated that good clusters were generated with feedback.

Journal

  • ITE Technical Report

    ITE Technical Report 27.8 (0), 69-74, 2003

    The Institute of Image Information and Television Engineers

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