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Paper Details
Paper Title
Effective Detection of Moving Objects Using Complex Background Subtraction
Authors
  R.Kalai selvi,  D. Durai kumar
Abstract
The detection of moving object is based on background subtraction under complex wavelet transform (CWT) domain for video surveillance system. Initially it starts with background initialization by choosing start frame or taking initial few frames with approximate median method. Then the CWT is applied to both low and high frequency sub bands. In order to remove some unwanted pixels, morphological operation is performed for object edge smoothness. The proposed approach has some advantages of background noise insensitiveness and invariant to varying illumination or lighting conditions. After the object detection, performance of method is measured through metrics such as sensitivity, accuracy, correlation. This object detection also helps to track detected object using connected component analysis.
Keywords- video surveillance, CWT,approximate median,sub band differencing, morphological operation
Publication Details
Unique Identification Number - IJEDR1502011Page Number(s) - 52-57Pubished in - Volume 3 | Issue 2 | May 2015DOI (Digital Object Identifier) -    #5A,Vijiyaragavapuram,3rd Street,SathuvachariPublisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  R.Kalai selvi,  D. Durai kumar,   "Effective Detection of Moving Objects Using Complex Background Subtraction", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.3, Issue 2, pp.52-57, May 2015, Available at :http://www.ijedr.org/papers/IJEDR1502011.pdf
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