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Advances in Computer Science and Information Technology. Computer Science and Engineering. Second International Conference, CCSIT 2012, Bangalore, India, January 2-4, 2012. Proceedings, Part II

Research Article

Moving Object Detection Using Incremental Statistical Mean Technique

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  • @INPROCEEDINGS{10.1007/978-3-642-27308-7_21,
        author={Safvan Vahora and Narendra Chauhan and Nilesh Prajapati},
        title={Moving Object Detection Using Incremental Statistical Mean Technique},
        proceedings={Advances in Computer Science and Information Technology. Computer Science and Engineering. Second International Conference, CCSIT 2012, Bangalore, India, January 2-4, 2012. Proceedings, Part II},
        proceedings_a={CCSIT PATR II},
        year={2012},
        month={11},
        keywords={Background subtraction Incremental statistical mean Moving object detection Statistical mean technique Temporal difference},
        doi={10.1007/978-3-642-27308-7_21}
    }
    
  • Safvan Vahora
    Narendra Chauhan
    Nilesh Prajapati
    Year: 2012
    Moving Object Detection Using Incremental Statistical Mean Technique
    CCSIT PATR II
    Springer
    DOI: 10.1007/978-3-642-27308-7_21
Safvan Vahora1, Narendra Chauhan2,*, Nilesh Prajapati3,*
  • 1: Vishvakarma Govt. Engg. College
  • 2: A. D. Patel Institute of Technology
  • 3: Birla Vishvakarma Mahavidyalaya
*Contact email: narendracchauhan@gmail.com, nilesh.prajapati@bvmengineering.ac.in

Abstract

We propose a new approach for moving object detection. Moving object detection is low-level, important task for any visual surveillance system. The aim of this paper is to, to describe traditional approach of moving object detection techniques such as background subtraction, temporal difference, as well as pros and cons of these techniques. Finally, we propose the statistical mean technique to overcome the problem in traditional techniques. Since, simple statistical mean technique having disadvantages, to defeat those, we propose incremental statistical mean technique. Incremental statistical mean technique have need of computation to perform simultaneously, that requires parallel computation to speed up and reduce the computation complexity.

Keywords
Background subtraction Incremental statistical mean Moving object detection Statistical mean technique Temporal difference
Published
2012-11-09
http://dx.doi.org/10.1007/978-3-642-27308-7_21
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