An Improved Speed Estimation Using Deep Homography Transformation Regression Network on Monocular Videos

An Improved Speed Estimation Using Deep Homography Transformation Regression Network on Monocular Videos

Vehicle speed estimation is one of the most critical issues in intelligent transportation system (ITS) research, while defining distance and identifying direction have become an inseparable part of vehicle speed estimation. Despite the success of traditional and deep learning approaches in estimatin...

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Bibliographic Details
Main Authors: Ervin Yohannes, Chih-Yang Lin, Timothy K. Shih, Tipajin Thaipisutikul, Avirmed Enkhbat, Fitri Utaminingrum
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Intelligent transportation system
vehicle detection and recognition
vehicle tracking
speed estimation
homography transformation
deep learning
Online Access:https://ieeexplore.ieee.org/document/10015759/

Internet

https://ieeexplore.ieee.org/document/10015759/

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