Vehicle Tracking Algorithm of Speed Estimation Based on Traffic Video Analysis

This method offers a solution for vehicle detection and movement analysis in real time or based on video fragments using. The algorithm effectively tracks vehicles and corrects errors that occur during data processing. The main focus is on assessing instantaneous speed, which is critical due to the high responsiveness of modern vehicles. This parameter helps evaluate driving aggressiveness on road sections, and the dynamics of starting from a stop line can aid in optimizing traffic light control. This approach aims to improve traffic flow management and can be applied in intelligent transportation systems and real-time systems.

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Publication Details

Published
2024-11-13
DOI
https://doi.org/10.1109/tirved63561.2024.10769800
Citations
3
Primary Topic
Simulation and Modeling Applications
Type
article
Field-Weighted Citation Impact
0.98
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article

Vehicle Tracking Algorithm of Speed Estimation Based on Traffic Video Analysis

Alexandra F. Smyk, M. V. Yashina, Ya. A. Akilin, V. V. Osada
3 citations
Simulation and Modeling Applications
0.98
article

Vehicle Tracking Algorithm of Speed Estimation Based on Traffic Video Analysis

Alexandra F. Smyk, M. V. Yashina, Ya. A. Akilin, V. V. Osada
article en
3 citations

Abstract

This method offers a solution for vehicle detection and movement analysis in real time or based on video fragments using. The algorithm effectively tracks vehicles and corrects errors that occur during data processing. The main focus is on assessing instantaneous speed, which is critical due to the high responsiveness of modern vehicles. This parameter helps evaluate driving aggressiveness on road sections, and the dynamics of starting from a stop line can aid in optimizing traffic light control. This approach aims to improve traffic flow management and can be applied in intelligent transportation systems and real-time systems.

Moscow Automobile and Road Construction State Technical University (RU)
Openalex Percentile: Top 22%
Simulation and Modeling Applications
0.98
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