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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Published Paper Details:
Paper Title
A Contour Detection and Background Subtraction Method for Extracting Moving Objects from Videos
Authors
Mr. Prateek Oswal, Dr. Harsh Mathur
Keywords
Contour Detection, Background Subtraction, Video Processing, Moving Object Detection, GMM, Canny Edge Detection, Real-Time Surveillance.
Abstract
The accurate extraction of moving objects from video sequences remains a critical challenge in computer vision, particularly for applications such as video surveillance, traffic monitoring, and human activity recognition. Traditional background subtraction techniques often falter in complex environments, while edge-based approaches lack semantic context. This paper introduces a hybrid framework integrating adaptive background subtraction with contour detection to enhance accuracy and robustness. Evaluated across benchmark datasets (PETS2009, CDnet2014) and a custom surveillance set, our method demonstrates superior performance in precision, recall, and computational efficiency compared to baseline techniques. Results indicate this approach is highly suitable for real-time object detection in resource-constrained environments.
IJCRT's Publication Details
Unique Identification Number - IJCRT2504900
Paper ID - 282668
Page Number(s) - h672-h675
Pubished in - Volume 13 | Issue 4 | April 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mr. Prateek Oswal, Dr. Harsh Mathur, "A Contour Detection and Background Subtraction Method for Extracting Moving Objects from Videos", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 4, pp.h672-h675, April 2025, Available at :http://www.ijcrt.org/papers/IJCRT2504900.pdf
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Volume 14 | Issue 2
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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