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 …

Hardhats play an essential role in protecting construction individuals from accidents.
However, wearing hardhats is not strictly enforced among workers due to all kinds of …

For smart construction, it is increasingly necessary to develop innovative methods to
automatically detect whether construction workers are wearing safety helmets or not. With …

The last decade has witnessed unprecedented changes in the technologies and processes
involved in the construction industry. The philosophies associated with Industry 4.0 now …

Object detectors based on convolutional neural networks (CNNs) have been widely
deployed in industrial production for safety detection to guarantee the security of workers …

Safety helmets can effectively prevent accidental head injuries to construction personnel.
Helmet wearing detection is of great significance to the safety management of the …

Automated detection of traffic rule violators is an essential component of any smart traffic
system. In a country like India with high density of population in all big cities, motorcycle is …

Over the past decade, global industrial and construction growth has underscored the
importance of safety. Yet, accidents continue, often with dire outcomes, despite numerous …

Featured Application The proposed approach has the advantage of low running cost, high
accuracy, and real-time applicability to real-world environments. This work provides new …

In the practical scenario of construction sites with extremely complicated working
environment and numerous personnel, it is challenging to detect safety helmet wearing …