Due to the development in human population and their requirements, the vehicular
population on the globe is increasing day by day in the medium of public transportation. As a …

In this paper, we have demonstrated a robust in-cabin monitoring system (IMS) for safety,
security, surveillance, and monitoring, including privacy concerns for personal and shared …

Fully autonomous vehicles (FAVs) lack monitoring inside the cabin. Therefore, an in‐cabin
monitoring system (IMS) is required for surveilling people causing irregular or abnormal …

Audio-based violence detection is a critical research area for enhancing public safety and
security. This paper delves into comparing machine learning models, specifically …

In recent years several applications, namely in surveillance, human-computer interaction
and video recovery based on its content has studied the detection and recognition of …

Absence of human in-charge in fully autonomous vehicles (FAVs) impose multi-pronged in-
cabin monitoring in real-time to monitor any irregular situation. Moreover, occupant's visual …

The detection and recognition of violence have been area of interest to research, mainly in
surveillance, Human-Computer Interaction and information retrieval for video based on …

In Human action recognition, the identification of actions is a system that can detect human
activities. The types of human activity are classified into four different categories, depending …

Violence recognition is challenging because it can be presented in very different forms. For
example, it can be present in an image by a person hitting another person or present in …

Violence has always been part of humanity, however, there are different types of violence,
with physical violence being the most recurrent in our daily lives. This type of violence …