A Vehicle License Plate Recognition with Improved Character Segmentation & Recognition Techniques
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 6
Abstract
A License Plate Recognition (LPR) System is one kind of an Intelligent Transport System and is of considerable interest because of its potential applications in highway electronic toll collection, security systems and traffic monitoring systems. All the above applications required reliable License Plate Recognition software system. In this paper, we provide an efficient technique for solving number plate recognition on different vehicles. We use three basic concepts of license plate recognition such as – plate localization, character segmentation and character recognition. For plate localization, we use hybrid approach of histogram equalization, edge detection, filtering and component analysis. All these techniques play an important role in the extraction process. For character segmentation, an interpolation algorithm based on information obtained by filtering and adaptive thresholding is used to separate each character. For character extraction we use artificial neural network along with optical character reader concepts.
Authors and Affiliations
Nupur . , Alisha
Keywords
Related Articles
- EP ID EP24640
- DOI -
- Views 394
- Downloads 12
Estimation of Lipid Accumulation in Chlorella pyrenoidosa culturing in Different Concentrations of KNO3
The present study deals with growing microalgae Chlorella pyrenoidosa to assess its biofuel potential. The microalga was grown in Fogg’s media with different concentration of nitrate source. And an attempt has been made...
Android Based Women Tracking System Using GPS and GSM
n recent times, role of women in all industries have increased. Simultaneously, crime against women is also increasing day by day and this is the high time to provide safety for all working women. This paper focuses on...
Segmentation and Risk Identification of Melanoma Skin Lesions Using Boundary Tracing Algorithm
Skin cancer account for more than 40% of all malignancies all over the world. Melanoma is the most dangerous type of skin cancer. Incidence rates of skin cancer have been increasing but the survival rates are high if it...
On Almost Cosymplectic Manifolds
In this paper, we have studied almost cosymplectic manifold and it's relation with affinely almost cosymplectic and affinely almost nearly cosymplectic manifold. Affine connexions and geodesics have also been discussed.
Modelling of Single Point Cutting Tool Deflection due to Cutting Forces under Variable Side Rake Angle
The purpose of this study was to determine the Single point cutting tool deflection due to cutting forces which were developed because of different parameters like feed, depth of cut, cutting speed and also because of g...