• DocumentCode
    3030001
  • Title

    Automatic caption extraction of news video and its implementation

  • Author

    Xie Guang Yi

  • Author_Institution
    Eng. Univ. of Chinese Armied Police Force, Xi´an, China
  • Volume
    1
  • fYear
    2012
  • fDate
    25-27 May 2012
  • Firstpage
    122
  • Lastpage
    125
  • Abstract
    Text information retrieval is an important field in content-based retrieval of video. In this paper a new advanced algorithm is presented. This algorithm detects video shots and text events firstly, and then locates the caption region with the adaptive method and projection method respectively. In order to get enhanced character, frame averaging method is employed in a series of video frames with captions. Finally, the obtained colorful character area is segmented with Fuzzy c-means method. Experimental results show that this caption detection scheme is effective and robust.
  • Keywords
    content-based retrieval; feature extraction; fuzzy set theory; object detection; pattern clustering; text analysis; video retrieval; adaptive method; automatic caption extraction; averaging method; caption detection scheme; colorful character area; content-based video retrieval; fuzzy c-means method; news video; projection method; text events; text information retrieval; video frames; video shots; Clustering algorithms; Data mining; Feature extraction; Image segmentation; Indexing; Libraries; Vectors; FCM; edge detection; news video; text event; video shot;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
  • Conference_Location
    Zhangjiajie
  • Print_ISBN
    978-1-4673-0088-9
  • Type

    conf

  • DOI
    10.1109/CSAE.2012.6272562
  • Filename
    6272562