Road traffic accidents caused by traffic violations are a major public health issue that results
in loss of lives and economic costs. Therefore, it is important to prioritize road safety …

Traffic rules are often neglected by people and are taken for granted which results in road
accidents and can sometimes end up taking the lives of people or can make them …

The increasing number of road accidents is still a global concern. Traditional approaches to
detecting traffic violators on the road, such as radar guns and sensors, are expensive and …

The increasing number of vehicles, especially in urban areas, has led to a rise in traffic
violations and accidents. In India, accidents are a leading cause of death, with over 75% of …

The paper introduces an intelligent system that utilizes machine learning to effectively detect
traffic infractions. It incorporates adaptive stop line detection, robust licence plate extraction …

The application of machine learning algorithms across various fields is gaining momentum,
and the results increasingly emphasize the need for further testing and implementation. This …

Defined traffic laws must be respected by all vehicles. However, it is essential to know which
behaviors violate the current laws, especially when a responsibility issue is involved in an …

Urban areas commonly encounter traffic congestion. One of its primary causes is motorists
violating traffic regulations, such as travelling at excessive speeds. Besides risking the safety …

The increase in population has resulted in a growing desire among people to own vehicles,
with the aim to achieve a more comfortable lifestyle. However, this has led to heavy traffic …

Worldwide, approaches have been created to address urban transportation concerns,
including the rising prevalence of traffic crashes, congestion, and poor traffic management …