RECOGNITION DESIGN OF LICENSE PLATE AND CAR TYPE USING TESSERACT OCR AND EmguCV

Abstract: The goal of the research is to design and implement software that can recognize license plates and car types from images. The method used for the research is soft computing using library of EmguCV. There are four phases in creating the software, i.e., input image process, pre-processing, training processing and recognition. Firstly, user enters the car image. Then, the program reads and does pre-processing the image from bitmap form into vector. The next process is training process, which is learning phase in order the system to be able recognize an object (in this case license plate and car type), and in the end is the recognition process itself. The result is data about the car types and the license plates that have been entered. Using simulation, this software successfully recognized license plate by 80.223% accurate and car type 75% accurate.

Keywords: Image; Pre-Processing; License plate and Car Type Recognition, Training

Author: Antonius Herusutopo, Rizky Zuhrudin, Willy Wijaya, Yuka Musiko

Journal Code: jptinformatikagg120017

Artikel Terkait :

Jp Teknik Informatika gg 2012

• COMMUNITY OF PRACTICE AS ONE OF THE COMPETITIVE ADVANTAGE OF ORGANIZATION
• AN ANALYSIS OF SALES INFORMATION SYSTEM AND COMPETITIVE ADVANTAGE (Study Case of UD. Citra Helmet)
• SYSTEM DOCUMENTATION AS BASIS FOR COMPANY BUSINESS PROCESS IMPROVEMENT
• QUESTDONE APPLICATION WITH SOCIAL NETWORKING FEATURES AS THE ACTUAL WORLD INTERACTION MEDIA ON ANDROID SMARTPHONE
• THREE-DIMENSIONAL WEB-BASED PHYSICS SIMULATION APPLICATION FOR PHYSICS LEARNING TOOL
• THE DESIGN OF WEB-BASED INFORMATION SYSTEM OF BATIK INDONESIA
• THE IDENTIFICATION OF EAR PRINTS USING COMPLEX GABOR FILTERS
• THE IMPROVEMENT OF COMPUTER NETWORK PERFORMANCE WITH BANDWIDTH MANAGEMENT IN KEMURNIAN II SENIOR HIGH SCHOOL
• AN ANALYSIS OF THE APPLICATION END TO END QUALITY OF SERVICE ON 3G TELECOMMUNICATION NETWORK
• THE DEVELOPMENT OF THE APPLICATION OF A DATA WAREHOUSE AT PT JKL
• INFORMATION SYSTEM DESIGN OF PERFORMANCE ACHIEVEMENTS MONITORING IN THE UNIVERSITY: A CASE STUDY IN BINUS UNIVERSITY
• Ship’s Course Changing Controller in Low Speed under Wind Conditions
• Best Practices For Choosing Non-Intrusive But Effective CAPTCHAs
• The Study On The Applicability Of AHO-CORASICK Algorithm In Identifying Tests’ Validity
• Analysis and Design Web Portal Amazing North Sulawesi using AUP Methodology
• PETRA CHRISTIAN UNIVERSITY STUDENT EXECUTIVE BOARD (BEM) PROJECT MANAGEMENT SYSTEM