• DocumentCode
    557606
  • Title

    A system for indexing and retrieving vehicle surveillance videos

  • Author

    Liu, Chang ; Chen, George ; Ma, Yingdong ; Chen, Xiankai ; Wu, Jinwu

  • Author_Institution
    Shenzhen Inst. of Adv. Technol., Shenzhen, China
  • Volume
    1
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    451
  • Lastpage
    455
  • Abstract
    This paper presents a novel vehicle surveillance video indexing and retrieval system based on object color similarity measurement or/and type. First of all, moving objects are extracted from videos via an efficient motion segmentation method. Then each moving object is segmented, and its color feature is also extracted. Both the vehicle image and its color feature are stored in the metadata repository. The corresponding trajectory information is saved as text file, by which the data in the metadata repository is indexed. During retrieval, when the user has selected a color or/and a type both provided by our system, the system would return the most qualified vehicles without re-processing the videos. Video clip which contains the vehicle selected by user is then replayed, and the trajectory is depicted on the frame simultaneously based on the text file. Experiment results prove this system is an effective approach for video surveillance and interactive indexing and retrieval.
  • Keywords
    feature extraction; image colour analysis; image motion analysis; image segmentation; indexing; road vehicles; traffic engineering computing; video retrieval; video surveillance; color feature extraction; metadata repository; motion segmentation method; moving object extraction; object color similarity measurement; text file; trajectory information; vehicle surveillance video indexing system; vehicle surveillance video retrieval system; video clip; Feature extraction; Histograms; Image color analysis; Indexing; Surveillance; Vehicles; Videos; information retrieval; tracking; video signal processing; visual surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2011 4th International Congress on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9304-3
  • Type

    conf

  • DOI
    10.1109/CISP.2011.6099951
  • Filename
    6099951