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Article Information:
Object Tracking Using Frame Differencing and Template Matching
1N. Prabhakar, 2V. Vaithiyanathan, 3Akshaya Prakash Sharma, 4Anurag Singh and 5Pulkit Singhal
Corresponding Author: N. Prabhakar
Submitted: March 23, 2012
Accepted: April 20, 2012
Published: December 15, 2012 |
Abstract:
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The aim of this study is to develop a Robust and reliable object tracking is an efficient way to
improve security services. The proposed object tracking system uses concepts of frame differencing and
template matching. The frame differencing is used frame-by-frame to detect a moving object in an efficient
manner. The moving object detected by frame differencing is tracked by employing an efficient and robust
Template Matching algorithm. The templates used for matching purpose are generated dynamically which
ensures that the change in orientation and position of object does not hinder the tracking system. This system
is highly cost effective and can be used as a surveillance tool in various applications.
Key words: Frame differencing, morphological operation, motion detection, surveillance, template, thresholding,
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Cite this Reference:
1N. Prabhakar, 2V. Vaithiyanathan, 3Akshaya Prakash Sharma, 4Anurag Singh and 5Pulkit Singhal, . Object Tracking Using Frame Differencing and Template Matching. Research Journal of Applied Sciences, Engineering and Technology, (24): 5497-5501.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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