You Actually Look Twice At it (YALTAi): using an object detection approach instead of region segmentation within the Kraken engine

T Clérice - Journal of Data Mining & Digital Humanities, 2023 - jdmdh.episciences.org
Layout Analysis (the identification of zones and their classification) and line segmentation
are the first steps in Optical Character Recognition and similar tasks. The ability of identifying …

Deep Learning Model for Automatic Number/License Plate Detection and Recognition System in Campus Gates

T Mustafa, M Karabatak - 2023 11th International Symposium …, 2023 - ieeexplore.ieee.org
Automatic Number Plate Recognition (ANPR) is a technique designed to read vehicle
number plates without human intervention using high speed image capture with supporting …

Enhancing public safety through license plate recognition for counter terrorism through deep learning technique

A Jenefa, J Samuel, G Balan… - 2023 4th International …, 2023 - ieeexplore.ieee.org
License plate recognition (LPR) is a key technology for enhancing public safety and aiding
counterterrorism efforts. In this study, we aimed to develop an LPR system based on …

[HTML][HTML] Memory-Tree Based Design of Optical Character Recognition in FPGA

K Yu, M Kim, JR Choi - Electronics, 2023 - mdpi.com
As one of the fields of Artificial Intelligence (AI), Optical Character Recognition (OCR)
systems have wide application in both industrial production and daily life. Conventional …

AOME: Autonomous optimal mapping exploration using reinforcement learning for NoC-based accelerators running neural networks

Y Xue, J Ji, X Li, S Li, S Zhou, T Cheng… - 2022 IEEE 40th …, 2022 - ieeexplore.ieee.org
Hardware mapping plays a critical role in the performance of NoC-based accelerators
running large-scale neural networks (NN). Confronted with enormous mapping exploration …

Techniques used in Automatic Number Plate Recognition

D Joshi, N Mohd - 2023 4th International Conference for …, 2023 - ieeexplore.ieee.org
The Automatic Number Plate Recognition (ANPR) systems typically consist of a camera,
image processing software, and a database system. When a car passes by, the camera …

Automatic bengali number plate detection and authentication using yolo-v4 and yolo-v5

A Sufiun, MHI Bijoy, NR Chakraborty… - … on Computer and …, 2023 - ieeexplore.ieee.org
Object detection is a very sophisticated technology to work on nowadays. In this study, we
specifically focused on solving the problem of license plate detection and license plate class …

Detection and recognition of bangladeshi vehicles' nameplates using yolov6 and blpnet

C Sinthia, MH Kabir - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
An effective license plate identification algorithm reduces administration expenses while
simultaneously enhancing traffic management effectiveness. The novel method suggested …

PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning

MSR Anuvab, M Sultana, MA Hossain, S Das… - arXiv preprint arXiv …, 2024 - arxiv.org
Automatic License Plate Recognition (ALPR) is an integral component of an intelligent
transport system with extensive applications in secure transportation, vehicle-to-vehicle …

Monocular Vision-Based Vehicle Distance Prediction utilizing Number Plate

M Kamal, MA Syed, T Fariha, AK Zinia… - 2023 6th …, 2023 - ieeexplore.ieee.org
To reduce road traffic accidents, maintaining a safe distance between vehicles can play an
important role. Advanced driver assistance systems (ADAS) primarily focus on collision …