Automated License Plate detection and Speed estimation of Vehicle Using Machine Learning Haar Classifier Algorithm
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 4, Issue 6
Abstract
A well ordered traffic management system is required in all types of roads, such as off roads, highways, etc. There has been several laws and speed controlled measures are taken in all places with different perspectives. Also Speed limit may vary from road to road. So there are number of methods has been proposed using computer Vision and machine learning algorithms for object tracking. Here vehicles are recognized and detected from the videos that taken using surveillance camera. The aim is to identification of the vehicles and tracking using Haar Classifier, then determine the speed of the vehicle and Finally Detecting the License plate of the vehicle. Detecting the License plate and vehicle speed using machine learning is tough but beneficial task. For the past few years Convolution Neural Network CNN has been widely used in computer vision for vehicle detection and identification. Dlibs are used to track the multiple objects at the same time. P. Devi Mahalakshmi | Dr. M. Babu "Automated License Plate detection and Speed estimation of Vehicle Using Machine Learning - Haar Classifier Algorithm" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6 , October 2020, URL: https://www.ijtsrd.com/papers/ijtsrd33395.pdf Paper Url: https://www.ijtsrd.com/engineering/computer-engineering/33395/automated-license-plate-detection-and-speed-estimation-of-vehicle-using-machine-learning--haar-classifier-algorithm/p-devi-mahalakshmi
Authors and Affiliations
P. Devi Mahalakshmi
Keywords
Related Articles
- EP ID EP690604
- DOI -
- Views 156
- Downloads 0
Destructive Behaviors in Organizations Extreme Careerism
As a result of the literature review about destructive behaviors in organizations, careerism studies were rarely seen. The aim of this study is to reveal the reasons and results of factors affecting the extreme careerism...
The Pañcamahāyajñas - A General Study
According to the Vedic tradition and culture, yajña literally means sacrifice, devotion, worship, offering etc. In the various scriptures of the Vedic literature, the Vedic sacrifices are described in detail. From the an...
Utilization of Super Pixel Based Microarray Image Segmentation
In the division of PC vision pictures, Super pixels are go probably as key part from 10 years prior. There are various counts and methodology to separate the Super pixels anyway whole all of them the best super pixel loo...
Self Perception and its Influence on Professional Impartial among Postgraduate Students in the University of Buea
This study investigated the effect of self perception on career aspiration of postgraduate students in the University of Buea. The objectives were to examine the influence personality trait on students career aspiration...
Evaluation of Remedial Pedagogy and Practices in Secondary Schools of Northern Samar, Philippines
The problem of poor quality in education has been traced to a number of causes which include socio economic factors, teacher related factors, inadequate learning materials, and the short and congested school curriculum,...