Indian Licence Plate Recognition System in IR-Image Character Segmentation using Smearing Method

نویسندگان

  • B. Shalini
  • Edward R. Dougherty
  • Robert W. Wood
  • Robert Williams
چکیده

In this paper, a smart and simple algorithm is presented for Indian vehicle's license plate recognition system This introductory paper describes the need of Indian license plate detection, recognition system, Indian license plate characters, Structure of Indian License plates, and License Plate image pre-processing methodologies. For extracting the license plate methods and such as to detect region edge detection algorithms segmentation part-smearing methods, filtering and some morphological are used. At the end statistical based template matching is used in the part and of plate characters for page blocks Segmentation; other proposed techniques which are based on either a top-down or bottom-up approach. This thesis mainly concentrates on the part of IR-Image Character Segmentations. The performance of the proposed algorithm has been tested on several real time images and based on the experimental

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Skew and Slant Corrections for IR Images in Indian License Plate Recognition Using HCD & HPR

Character segmentation and detection play a very important role in the license plate recognition (LPR) system. For accurate character segmentation first need is to remove skew from the received license plate for the night vision images. Skew is the angle by which the image seems to be deviated from its perceived steady state position. To solve the problem, a combined approach for skew correctio...

متن کامل

Multi-frame Super Resolution for Improving Vehicle Licence Plate Recognition

License plate recognition (LPR) by digital image processing, which is widely used in traffic monitor and control, is one of the most important goals in Intelligent Transportation System (ITS). In real ITS, the resolution of input images are not very high since technology challenges and cost of high resolution cameras. However, when the license plate image is taken at low resolution, the license...

متن کامل

Efficient Licence Plate Detection By Unique Edge Detection Algorithm and Smarter Interpretation Through IoT

Vehicles play a vital role in modern day transportation systems. Number plate provides a standard means of identification for any vehicle. To serve this purpose, automatic licence plate recognition system was developed. This consisted of four major steps: Pre-processing of obtained image, extraction of licence plate region, segmentation and character recognition. In earlier research, direct app...

متن کامل

Iranian Vehicle License Plate Detection based on Cascade Classifier

A license plate recognition system contains three main steps: plate detection, character segmentation and character recognition. The first and foremost step of this system is the plate detection stage where the plate is located from the input image. In this paper an effective plate detection approach is developed based on a cascade classifier. A two-phase training approach is proposed to enhanc...

متن کامل

Indian Vehicle License Plate Extraction and Segmentation

INDIAN VEHICLE LICENSE PLATE EXTRACTION AND SEGMENTATION Chetan Sharma1 and Amandeep Kaur2 1Department of Computer Science, Punjabi University, Patiala, India E-mail: [email protected] 2Assistant Professor, Department of Computer Science, Punjabi University, Patiala, India E-mail: [email protected] Automatic License Plate Identification (ALPI) has many applications in traffic syst...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013