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Title: :  Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras
PaperId: :  20548
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20548
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prachi M. NilekarAssistant Professor, Department of Information Technology, International Institute of Information Technology,Pune, India
Rohit ChoudharyStudent, Department of Information Technology, International Institute of Information Technology, Pune, India
Himanshu MahalleStudent, Department of Information Technology, International Institute of Information Technology, Pune, India
Dibyansu SahooStudent, Department of Information Technology, International Institute of Information Technology,Pune, India
Adinath KolhapureStudent, Department of Information Technology, International Institute of Information Technology,Pune, India
Mrunal ChoudhariStudent, Department of Information Technology, International Institute of Information Technology,Pune, India

Abstract

Computer Engineering
License, plate, recognition, algorithms, systems, detection, learning, deep, algorithm, accuracy
License plate recognition systems are widely used in modern smart cities, such as toll payment systems, parking fee payment systems and residential access control. Such electronic systems are not only convenient for people’s daily life, but also provide safe and efficient services for managers. License plate recognition algorithm is a mature but imperfect technology. The traditional location recognition algorithm is easily affected by light, shadow, background complexity or other factors, resulting in the failure to meet the application of real scenes. With the development of deep learning, the license plate recognition algorithm can extract deeper features, thus greatly improving the detection and recognition accuracy. Therefore, this paper discusses the application of deep learning in license plate recognition, and the main work is as follows: 1) Introduce the most advanced algorithms from the three main technical difficulties: license plate skew, image noise and license plate blur; 2) According to the process, the deep learning algorithms are classified into direct detection algorithms and indirect detection algorithms, and the advantages and disadvantages of the current license plate detection algorithms and character recognition algorithms are analyzed; 3) The differences in data sets, workstation, accuracy and time of different license plate recognition systems are compared; 4) Compare and illustrate the existing public license plate datasets according to the number of pictures, resolution and environmental complexity, and make a prospect for the future research direction of license plate recognition

Citations

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IJARIIE Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. "Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 3425-3434
MLA Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. "Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 3425-3434.
APA Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, & Mrunal Choudhari. (2023). Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 3425-3434.
Chicago Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. "Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 3425-3434.
Oxford Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. 'Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 3425-3434. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Vehicle_Number_Plate_Recognition_By_Using_Existing_General_Surveillance_Cameras_ijariie20548.pdf (Accessed : 15 December 2023).
Harvard Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. (2023) 'Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 3425-3434IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Vehicle_Number_Plate_Recognition_By_Using_Existing_General_Surveillance_Cameras_ijariie20548.pdf (Accessed : 15 December 2023)
IEEE Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari, "Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 3425-3434, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Vehicle_Number_Plate_Recognition_By_Using_Existing_General_Surveillance_Cameras_ijariie20548.pdf [Accessed : 15 December 2023].
Turabian Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. "Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (15 December 2023).
Vancouver Prachi M. Nilekar, Rohit Choudhary, Himanshu Mahalle, Dibyansu Sahoo, Adinath Kolhapure, and Mrunal Choudhari. Vehicle Number Plate Recognition By Using Existing General Surveillance Cameras. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 15 December 2023]; 9(3) : 3425-3434. Available from: https://ijariie.com/AdminUploadPdf/Vehicle_Number_Plate_Recognition_By_Using_Existing_General_Surveillance_Cameras_ijariie20548.pdf
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