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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: April 2026
Volume 11 | Issue 4
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 119
Article Submitted : 22350
Article Published : 8738
Total Authors : 23010
Total Reviewer : 823
Total Countries : 161
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| Paper Title: | Enhanced Real-Time Crowd Counting UsingYOLOv8 and DeepSORT Optimization. |
| Authors Name: | Prof. Abhijeet More , Sanika Keni Dept. , Sumedh Jadhav Dept. , Aditya Thorve Dept |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_210764
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| Published Paper Id: | IJRTI2603181 |
| Published In: | Volume 11 Issue 3, March-2026 |
| DOI: | https://doi.org/10.56975/ijrti.v11i3.210764 |
| Abstract: | Real-time detection of crowds in urban and public spaces has become increasingly important for public safety, security, and traffic movement due to the large number of people congregating at transport hubs, shopping malls, stadiums, and public gatherings. This paper proposes a Crowd Detection and Density Estimation System based on state-of-the-art deep learning and computer vision techniques that can detect, analyze and quantify the density of crowds using live CCTV camera footage. The proposed approach uses a YOLO based object detection algorithm for real-time detection of persons in the scene, due to its high accuracy and low latency performance. |
| Keywords: | Crowd Detection, Computer Vision, YOLO, Surveillance System, Real‑time Monitoring |
| Cite Article: | "Enhanced Real-Time Crowd Counting UsingYOLOv8 and DeepSORT Optimization.", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 3, page no.b679-b690, March-2026, Available :http://www.ijrti.org/papers/IJRTI2603181.pdf |
| Downloads: | 00045 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2603181
Registration ID:210764
Published In: Volume 11 Issue 3, March-2026
DOI (Digital Object Identifier): https://doi.org/10.56975/ijrti.v11i3.210764
Page No: b679-b690 Country: -, -, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2603181 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2603181 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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