• DocumentCode
    78668
  • Title

    Instant Mobile Video Search With Layered Audio-Video Indexing and Progressive Transmission

  • Author

    Wu Liu ; Tao Mei ; Yongdong Zhang

  • Author_Institution
    Key Lab. of Intell. Inf. Process. of Chinese Acad. of Sci. (CAS), Inst. of Comput. Technol., Beijing, China
  • Volume
    16
  • Issue
    8
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    2242
  • Lastpage
    2255
  • Abstract
    The proliferation of mobile devices is producing a new wave of applications that enable users to sense their surroundings with smart phones. People are preferring mobile devices to search and browse video content on the move. In this paper, we have developed an innovative mobile video search system through which users can discover videos by simply pointing their phones at a screen to capture a very few seconds of what they are watching. Different than most existing mobile video search applications, the proposed system is aiming at instant and progressive video search by leveraging the light-weight computing capacity of mobile devices. In particular, the system is able to index large-scale video data using a new layered audio-video indexing approach in the cloud, as well as generate lightweight joint audio-video signatures with progressive transmission and perform progressive search on mobile devices. Furthermore, we showcase that the system can be applied to two novel applications-video entity search and video clip localization. The evaluations on the real-world mobile video query dataset show that our system significantly improves user´s search experience due to search accuracy, low retrieval latency, and very short recording duration.
  • Keywords
    indexing; mobile computing; smart phones; video retrieval; instant mobile video search; joint audio-video signatures; large-scale video data indexing; layered audio-video indexing approach; mobile device proliferation; mobile video query dataset; progressive transmission; smart phones; video clip localization; video content browsing; video content searching; video entity search; Feature extraction; Indexing; Mobile communication; Mobile handsets; Servers; Streaming media; Visualization; Audio-video signature; layered audio-video indexing; mobile video search; progressive transmission;
  • fLanguage
    English
  • Journal_Title
    Multimedia, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1520-9210
  • Type

    jour

  • DOI
    10.1109/TMM.2014.2359332
  • Filename
    6905841