• DocumentCode
    678477
  • Title

    An improved motion detection and tracking of active blob for video surveillance

  • Author

    Kamaraj, Michael ; Balakrishnan

  • Author_Institution
    Dept. of Comput. Applic., Pavendar Bharathidasan Coll. of Eng. & Tech., Tiruchirapalli, India
  • fYear
    2013
  • fDate
    4-6 July 2013
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Motion detection plays a primary vital part in the process of extraction of information regarding the moving objects and utilizes the stabilization in functional areas, such as tracking, classification, recognition etc. In this paper, we propose an extended view and precise approach to motion detection for the automatic video surveillance system. This method accomplishes a complete detection of any moving object by involving substantial modules such as Background subtraction method, Dynamic Optimization threshold method to gain a vivid picture of the moving object, Morphological filtering is introduced to eliminate the noise and hence Background disturbance problem is solved. Then the paper presents tracking and cropping of the detected moving object. The visual inspection analysis of this method of Detecting, Tracking and Cropping of moving object has gained a better result.
  • Keywords
    feature extraction; filtering theory; image motion analysis; image segmentation; mathematical morphology; object detection; object tracking; optimisation; video surveillance; active blob; automatic video surveillance system; background disturbance problem; background subtraction method; dynamic optimization threshold method; information extraction process; morphological filtering; motion detection; motion tracking; moving object cropping; moving object tracking; noise elimination; stabilization utilization; visual inspection analysis; Computer vision; Legged locomotion; Lighting; Motion detection; Nonlinear optics; Tracking; Video surveillance; Object Detection; morphological Filter; object Tracking; video surveillance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communications and Networking Technologies (ICCCNT),2013 Fourth International Conference on
  • Conference_Location
    Tiruchengode
  • Print_ISBN
    978-1-4799-3925-1
  • Type

    conf

  • DOI
    10.1109/ICCCNT.2013.6726520
  • Filename
    6726520