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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
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Issue: February 2026
Volume 11 | Issue 2
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 117
Article Submitted : 21307
Article Published : 8476
Total Authors : 22301
Total Reviewer : 802
Total Countries : 156
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Published Paper Details
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| Paper Title: | Real Time Traffic Detection of The Wrong Side Vehicle |
| Authors Name: | Anish kumar , Shivank Tyagi , Jamshed Alam , Kapil Dev , Sumit Raghuwanshi |
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| Author Reg. ID: |
IJRTI_206333
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| Published Paper Id: | IJRTI2509094 |
| Published In: | Volume 10 Issue 9, September-2025 |
| DOI: | |
| Abstract: | This paper is about designing a real-time Intelligent Transport System (ITS) that detects wrong-way drivers on dangerous roads. Whenever such a car reaches the zone under surveillance, the system immediately detects it using just one CCTV camera. The detection device sends a warning signal to the drivers and alerts the monitoring centre simultaneously. The core of the proposed method consists of three key processes: detection, tracking, and validation, which are achieved through video imaging techniques. Detecting vehicles in video frames is achieved with a Deep Learning method named You Only Look Once (YOLOv3), trained on a custom dataset. The system tracks the vehicles' movements over time by means of linear quadratic estimation, known as Kalman filtering. In the final step, the trajectory of vehicles is found by an "entry-exit" algorithm that has been shown to recognize drivers moving in the wrong direction with an accuracy of 91.98%. |
| Keywords: | linear quadratic estimation (LQE), YOLOv3, intelligent transportation systems (ITS), convolutional neural networks (CNNs) |
| Cite Article: | "Real Time Traffic Detection of The Wrong Side Vehicle", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 9, page no.a811-a824, September-2025, Available :http://www.ijrti.org/papers/IJRTI2509094.pdf |
| Downloads: | 000801 |
| 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: IJRTI2509094
Registration ID:206333
Published In: Volume 10 Issue 9, September-2025
DOI (Digital Object Identifier):
Page No: a811-a824 Country: Roorkee, Uttrakhand, India Research Area: Other Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2509094 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2509094 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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