Vehicle Speed Estimation using Haar Classifier Algorithm
Journal: International Journal of Trend in Scientific Research and Development (Vol.4, No. 1)Publication Date: 2019-12-09
Authors : P. Devi Mahalakshmi M. Babu;
Page : 243-246
Keywords : Speed estimation; Vehicle detection; openCV; HaarClassifier; dlibs; Computer vision;
Abstract
An efficient traffic management system is needed in all kinds of roads, such as off roads, highways, etc... Though several laws and speed controller has been attached to the vehicles, Speed limit may vary from road to road. Still Traffic management system faces different kinds of challenges everyday and its being a research area though number of proposals has been identified. Many numbers of methods has been proposed in computer Vision and machine learning approaches for object tracking. In this paper vehicles are identified and detected using a videos that taken from surveillance camera. The objective of the present work is to identification of the vehicles is done by using Computer vision technique and detection of vehicles using Haar cascade classifier. Detecting the vehicles using machine learning and estimating speed is tough but beneficial task. For the past few tears Convolution Neural Network CNN has been widely used in computer vision for vehicle detection and identification. This method manages to track multiple objects at real time using dlibs. P. Devi Mahalakshmi | Dr. M. Babu "Vehicle Speed Estimation using Haar Classifier Algorithm" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-1 , December 2019, URL: https://www.ijtsrd.com/papers/ijtsrd29482.pdf Paper URL: https://www.ijtsrd.com/computer-science/other/29482/vehicle-speed-estimation-using-haar-classifier-algorithm/p-devi-mahalakshmi
Other Latest Articles
- Seismic Analysis and Design of Vertically Irregular Mutistoried RC Concrete Building using Staad Pro V8i
- To Study the Characterstic Behaviour of Concrete using Glass Waste and Steel Waste
- A Research on Strength and Behavior of Steel Fibre Reinforced Self-Compacting Concrete Structural Element
- Importance of Mobile Security
- Corporate Governance on Earnings Management in Listed Deposit Money Bank in Nigeria
Last modified: 2020-01-08 14:55:52