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Background subtraction in real applications: Challenges, current models and future directions
Computer vision applications based on videos often require the detection of moving objects
in their first step. Background subtraction is then applied in order to separate the background …
in their first step. Background subtraction is then applied in order to separate the background …
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 …
and machine learning which is being researched extensively in accordance with its …
Real‐time automatic helmet detection of motorcyclists in urban traffic using improved YOLOv5 detector
In traffic accidents, motorcycle accidents are the main cause of casualties, especially in
develo** countries. The main cause of fatal injuries in motorcycle accidents is that …
develo** countries. The main cause of fatal injuries in motorcycle accidents is that …
Detecting safety helmet wearing on construction sites with bounding‐box regression and deep transfer learning
J Shen, X **ong, Y Li, W He, P Li… - Computer‐Aided Civil …, 2021 - Wiley Online Library
Detecting safety helmet wearing in surveillance videos is an essential task for safety
management, compliance with regulations, and reducing the death rate from construction …
management, compliance with regulations, and reducing the death rate from construction …
[HTML][HTML] Real-time license plate detection for non-helmeted motorcyclist using YOLO
Nowadays, detection of license plate (LP) for non-helmeted motorcyclist has become
mandatory to ensure the safety of the motorcyclists. This paper presents the real-time …
mandatory to ensure the safety of the motorcyclists. This paper presents the real-time …
Detection of motorcyclists without helmet in videos using convolutional neural network
In order to ensure the safety measures, the detection of traffic rule violators is a highly
desirable but challenging task due to various difficulties such as occlusion, illumination, poor …
desirable but challenging task due to various difficulties such as occlusion, illumination, poor …
Automatic detection of bike-riders without helmet using surveillance videos in real-time
In this paper, we propose an approach for automatic detection of bike-riders without helmet
using surveillance videos in real time. The proposed approach first detects bike riders from …
using surveillance videos in real time. The proposed approach first detects bike riders from …
An intelligent vision-based approach for helmet identification for work safety
H Wu, J Zhao - Computers in Industry, 2018 - Elsevier
Helmets are essential equipments to protect workers from danger during inspection and
operation. Considering that some workers would not always obey the regulation, video …
operation. Considering that some workers would not always obey the regulation, video …
Helmet use detection of tracked motorcycles using cnn-based multi-task learning
Automated detection of motorcycle helmet use through video surveillance can facilitate
efficient education and enforcement campaigns that increase road safety. However, existing …
efficient education and enforcement campaigns that increase road safety. However, existing …
Detection and tracking of safety helmet based on DeepSort and YOLOv5
H Song, X Zhang, J Song, J Zhao - Multimedia Tools and Applications, 2023 - Springer
Safety helmets can effectively prevent accidental head injuries to construction personnel.
Helmet wearing detection is of great significance to the safety management of the …
Helmet wearing detection is of great significance to the safety management of the …