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Traffic Sign Recognition

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Traffic Sign Recognition

Arunima Singh | Dr. Ashok Kumar Sahoo


Arunima Singh | Dr. Ashok Kumar Sahoo "Traffic Sign Recognition" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4, June 2018, pp.122-126, URL: https://www.ijtsrd.com/papers/ijtsrd12783.pdf

The automatic system for classification of traf?c signs is a critical task of an Advanced Driver Assistance Systems (ADAS) and a fundamental technique utilized as integral part to the various vehicles. The recognizable features of a traffic image are utilized for their classification. Traffic signs are designed in such a way that they contain specific shapes and colours, with some text and some symbols with high contrast to the background. In this paper we proposed hybrid approach for classification of traffic signs by SIFT for image feature extraction and SVM for training and classification. The proposed work is divided into different phases like Pre-processing, Feature Extraction, Training Phase and Classification Phase. MATLAB is used for the implementation purpose of proposed framework and classification is carried out by utilizing real traffic sign images.

Roads, Vehicles, Image color analysis, Educational institutions, Image edge detection, Classification algorithms, Shape

Volume-2 | Issue-4, June 2018
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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