Drowning poses a significant threat, resulting in unexpected injuries and fatalities. To
promote water sports activities, it is crucial to develop surveillance systems that enhance …

Drowning is considered amongst the top 10 causes of unintentional death, according to the
World Health Organization (WHO). Therefore, anti-drowning systems that can save lives by …

Drowning is a significant public health concern. A video drowning detection algorithm is a
helpful tool for finding drowning victims. However, there are three challenges that drowning …

This research mainly explores the existing drowning detection methodologies, focusing
primarily on the roles carried out by Machine Learning (ML) and Deep Learning (DL) …

Computer vision combined with deep learning technologies is widely used in video
surveillance. In this paper, it is applied to drowning detection video systems. Traditional …

In this paper, a unique approach has been developed to detect drowning by using a chest
area belt equipped with a pressure sensor to monitor the breathing rate of the person …

Drowning is the third leading cause of unintentional injury death worldwide, accounting for
seven percent of all injury-related deaths. There are an estimated 320,000 annual drowning …

Swimming is a wonderful sport and it helps in maintaining both body and mental fitness
Though swimming has so many advantages, it has become a major reason behind several …

Every year, a lot of people die in drowning situations, most of which go unreported. This
work investigates the use of deep learning methods for real-time drowning detection in …

Road crashes account for over a million deaths around the world every year. It is one of the
leading causes of death for young people between the ages of fifteen and twenty-nine. Road …