A review on various methodologies used for vehicle classification, helmet detection and number plate recognition

S Sanjana, S Sanjana, VR Shriya, G Vaishnavi… - Evolutionary …, 2021 - Springer
Vehicle detection and classification has been an area of application of image processing
and machine learning which is being researched extensively in accordance with its …

Analysis of deep learning frameworks for object detection in motion

V Gururaj, SV Ramesh, S Satheesh… - International …, 2022 - content.iospress.com
Object detection and recognition is a computer vision technology and is considered as one
of the challenging tasks in the field of computer vision. Many approaches for detection have …

Vehicle number plate detection and recognition using yolo-v3 and ocr method

R Shashidhar, AS Manjunath, RS Kumar… - … on Mobile Networks …, 2021 - ieeexplore.ieee.org
Automatic Number Plate Recognition is one of the many information systems which is used
data extraction from given vehicle image and apply the data for further usage in safe, secure …

Object Detection using Learning Algorithm and IoT

S SenthilPandi, D Paulraj, D Mithun… - 2023 International …, 2023 - ieeexplore.ieee.org
To reduce accidents and safeguard the lives of drivers, it is crucial to ensure road safety.
Helmets are essential for preventing brain injuries during car accidents and must be worn …

Automatic helmet detection using efficientdet

MT Ubaid, A Kiran, MT Raja, UA Asim… - 2021 International …, 2021 - ieeexplore.ieee.org
Casualty rates are increasing rapidly in Asian countries due to carelessness of the
motorcyclists. Helmet helps to ingest the collision, and hence it prevents head injuries which …

Mouse Cusor Control Using Facial Movements-An HCI Application

R Shashidhar, K Snehith, PK Abhishek… - … Computing and Data …, 2022 - ieeexplore.ieee.org
Because of various limitations, some people are unable to operate computers. Cursor
controls based on facial expression are extremely useful not just for the future of natural …

HDRT: helmet detection system using convolutional neural network in real time

GU Vasanthakumar, D Kumar - 2022 IEEE 2nd Mysore Sub …, 2022 - ieeexplore.ieee.org
Motorcycle accidents have progressively increased in many nations over the years, as riders
around the world regularly disregard road safety, resulting in road accidents and casualties …

Automated Non-Helmet Rider Detection using YOLO v7 and OCR for Enhanced Traffic Monitoring

S Prabhakaran, RK Menon… - 2023 4th IEEE Global …, 2023 - ieeexplore.ieee.org
Motorcycle accident victims who have head injuries are more likely to die or become
disabled. Head injuries can occur more rarely and are less severe when a helmet is worn …

[HTML][HTML] Optical High-Speed Rolling Mark Detection Using Object Detection and Levenshtein Distance

M Krammer, M Pröll, M Bürger, G Zauner - Applied Sciences, 2023 - mdpi.com
Featured Application Railroad Infrastructure Detection. Abstract This paper presents an
automated high-speed rolling mark recognition system for railroad rails utilizing image …

A comprehensive review on helmet detection and number plate recognition approaches

GV Reddy, A Gandla, J Veldurthi… - E3S Web of …, 2024 - e3s-conferences.org
Motorbikes serve as the primary mode of transportation in most countries as they are cost
effective and appropriate for a nuclear family. But it has been observed that more than 70 …