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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 13 | Issue 12 | Month- December 2025
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Published Paper Details:
Paper Title
Security And Surveillance: Human And Suspicious Object Detection Using YOLOv8
Authors
Abhishek S. Munavalli, Akshay S. Sheelimath, Harish M. Kalkumkar, Kishor S. Ashtekar, Anita M. Hanchinal
Keywords
YOLOv8, Surveillance System, Object Tracking, Unattended Object Detection, Loitering Detection, Flask.
Abstract
This project presents a real-time surveillance framework designed to detect humans, suspicious objects, and unattended baggage using advanced deep-learning techniques. The system integrates YOLOv8 for object detection along with a custom logic-based behavior engine to identify high-risk scenarios such as abandoned bags, loitering, and restricted area violations. The proposed method enhances the accuracy of automated surveillance by introducing an Owner Association algorithm, which links objects to nearby humans to prevent false alerts. The implementation also includes a Flask-based web interface enabling real-time monitoring, event alerts, and user-defined danger zones. The results demonstrate improved detection reliability, decreased false alarms, and real-time performance suitable for security-critical environments.
IJCRT's Publication Details
Unique Identification Number - IJCRT2512062
Paper ID - 298100
Page Number(s) - a395-a398
Pubished in - Volume 13 | Issue 12 | December 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Abhishek S. Munavalli, Akshay S. Sheelimath, Harish M. Kalkumkar, Kishor S. Ashtekar, Anita M. Hanchinal, "Security And Surveillance: Human And Suspicious Object Detection Using YOLOv8", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 12, pp.a395-a398, December 2025, Available at :http://www.ijcrt.org/papers/IJCRT2512062.pdf
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Volume 13 | Issue 12
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December 2025
Volume 13 | Issue 12
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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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