نظارت بر ورود و خروج با استفاده از تشخیص پلاک خودرو / Entry and Exit Monitoring using License Plate Recognition

نظارت بر ورود و خروج با استفاده از تشخیص پلاک خودرو Entry and Exit Monitoring using License Plate Recognition

  • نوع فایل : کتاب
  • زبان : انگلیسی
  • ناشر : IEEE
  • چاپ و سال / کشور: 2018

توضیحات

رشته های مرتبط مهندسی کامپیوتر، فناوری اطلاعات
گرایش های مرتبط هوش مصنوعی، شبکه های کامپیوتری
مجله کنفرانس بین المللی فن آوری های هوشمند و مدیریت محاسبات، ارتباطات، کنترل، انرژی و مواد – International Conference on Smart Technologies and Management for Computing Communication Controls Energy and Materials
دانشگاه Department of Computer Science and Engineering – Sathyabama University – Chennai

منتشر شده در نشریه IEEE
کلمات کلیدی انگلیسی ALPR CCTV, License plate, alphanumeric characters, AHE, OCR, DNN, MATLAB, MYSQL

Description

I. INTRODUCTION The Organizations of all standards maintains a general system for the vehicles for their needs some organizations keeps a detailed report of the attendance issues. An attendance system provides many benefits for the organization. There was a time the attendance of the vehicles and the employees use to mark at registers manually for each vehicles entering inside the organization. Now in this automated world of technology, the technology needs to play a vital role in each and every field. The Vehicle attendance monitoring made lives simple and elegant the vehicle attendance monitoring system makes the employee way of marking attendance of a vehicle a piece of cake. In universities and colleges, parents are never being informed of the vehicle entering inside the campus or not. If it is done manually the record or registers can be exploited easily by several circumstances and if it is automated the data are saved and it can be easily printed or a soft copy can be forwarded to parents via mail. This system started to work with two processes namely Automatic process and Manual Process, the manual process are eliminated by an employee who needs to maintain it and is often difficult to comply with regulation but an automated system is valuable for ensuring compliance and regulation proof of attendance. II. LITERATURE SURVEY Nauman Salim, Hassam Muazzam, H.M.Tahir proposed “Automatic License plate recognition Using Extracted features “ advantage of this concept is execution time was extremely fast it is stated as 0.5 seconds and the disadvantage is accuracy level is very low. Pooja Sharma, Shanu Sharma proposed “Image Processing Based degraded Camera Captured Document Enhancement For Improved OCR Accuracy” Advantages of this concept is Noisy and Blurred images are extracted and the Disadvantage is extraction is poor with low resolution. Soumitro Swapan auddy, Kanishka Tyagi, Son Nugen proposed”Discriminant Vector Transformations in Neural Network Classifiers” advantage of this concept is classification perfection is accurate and the Disadvantage is execution time is slower. Younghui jia, Thomas Gannot, Jaffar Sanie, Proposed”Design Flow Of Vehicle Plate Reader based on RGB color Extractor” advantage of this concept is OCR accuracy is well optimized to 98.5% and the disadvantage of this concept is execution time is slow. The existing system suffers from the following drawbacks: a) Only CCTV based monitoring. b) Only OCR based License plate recognition. c) Manual method of attendance marking and maintaining in records
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