RETRACTED ARTICLE: Improved CNN license plate image recognition based on shark odor optimization algorithm

نویسندگان

چکیده

The recent development in the domestic economy has increased number of private vehicles leading to issue road congestions and traffic accidents. diversity severity problems leads requirements modern intelligent transportation systems. In case vehicle license identification, plate positioning plays a very vital role this is key factor affecting accuracy system. order alleviate pressure, solve problem congestion, paper based on Convolutional Neural Network (CNN) character identification. This article adopts identification employing CNN model uses neural network optimization principles for improved construction. By adopting principles, it improved, constructed. results show that CNN-based model, characters completed, recognition been significantly accurate rate 99%.

برای دانلود باید عضویت طلایی داشته باشید

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Improved PSO-SVM Algorithm for License Plate Recognition

Support vector machine is a machine learning algorithm with good performance, its parameters have an important influence on accuracy of classification, and parameters selection is becoming one of the main research areas of machine learning. This paper adopt support vector machine to recognize the characters of license plate. But in order to get good parameters of support vector machine, this pa...

متن کامل

Still Image Recognition Of License Plate System

This project will focus on the design of algorithms used for extracting the license plate from a single image, isolating the characters of the plate and identifying the plate region. This section presents a method for extracting license plates based on the Hough t rans form . The algorithms were developed using a set o f t r a i n i n g i m a g e s , a n d t e s t e d o n images taken under var...

متن کامل

A Modified Grasshopper Optimization Algorithm Combined with CNN for Content Based Image Retrieval

Nowadays, with huge progress in digital imaging, new image processing methods are needed to manage digital images stored on disks. Image retrieval has been one of the most challengeable fields in digital image processing which means searching in a big database in order to represent similar images to the query image. Although many efficient researches have been performed for this topic so far, t...

متن کامل

Real Time Implementation of a License Plate Location Recognition System Based on Adaptive Morphology

License plate recognition (LPR) by using morphology has the advantage of resistance to brightness changes; high speed processing, and low complexity. However these approaches are sensitive to the distance of the plate from the camera and imaging angle. Various assumptions reported in other works might be unrealistic and cause major problems in practical experiences. In this paper we considered ...

متن کامل

License Plate Character Recognition

License plate character recognition is an integral part in Intelligent Transportation Systems. Traditional methods used for number plate recognition were OCR, Optical Character Recognition and Formula Based Recognition. As Neural Network is an intelligence engine, it ensures greater accuracy rate along with better recognition speed. In this system, recognition is done with the help of Neural Ne...

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

ژورنال

عنوان ژورنال: International Journal of Systems Assurance Engineering and Management

سال: 2021

ISSN: ['0976-4348', '0975-6809']

DOI: https://doi.org/10.1007/s13198-021-01309-2