Vehicle Number Recognition using Existing General Surveillance Cameras

Registration ID: IJNRD_210075

Published ID: IJNRD2312117

DOI: Click Here to Get

DHINESH KUMAR

Automated number Plate recognition (ANPR), Surveillance Cameras, object Detection, Optical character recognition (OCR)

Automated number Plate recognition (ANPR), additionally referred to as automated vehicle identity (AVI), is a era that makes use of optical character recognition (OCR) on images to examine vehicle registration plates to create vehicle location facts. it may use existing closed-circuit tv (CCTV), avenue-rule enforcement cameras, or cameras especially designed for the venture. ANPR is utilized by police forces round the world for regulation enforcement purposes, inclusive of checking if a vehicle is registered or certified. it is also used for digital toll series on pay-per-use roads and as a way of cataloguing the actions of site visitors, for example via highways organizations. This paper proposes a singular method to ANPR that utilizes present surveillance cameras. The proposed method includes three foremost stages: Image Preprocessing: This level includes enhancing the pleasant of the captured photographs by means of casting off noise, correcting illumination variations, and normalizing the contrast. License plate Detection: This degree utilizes item detection techniques to perceive and localize potential registration code regions within the pre-processed pics. Character recognition: This level employs optical individual reputation (OCR) to extract and apprehend the characters on the detected license plates. The proposed method has been evaluated on a dataset of surveillance photos containing various types of motors and license plates. Experimental effects display that the proposed approach achieves high accuracy in detecting and recognizing license plates beneath tough situations.

Published Paper   E-Certificate

DHINESH KUMAR (December-2023). Vehicle Number Recognition using Existing General Surveillance Cameras. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(12), a982-a987. https://ijnrd.org/papers/IJNRD2312117.pdf

Volume 8 Issue 12, December-2023

Pages : a982-a987

Paper Reg. ID: IJNRD_210075

Published Paper Id: IJNRD2312117

Downloads: 000121978

Research Area: Engineering

Country: SRIKAKULAM, ANDHRA PRADESH, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2312117.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2312117

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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