Nowadays, Human Activity Recognition (HAR) is being widely used in a variety of domains,
and vision and sensor-based data enable cutting-edge technologies to detect, recognize …

The exponential growth in the usage of computing technologies in various applications has
led to the creation of huge amount of multimedia information such as, video, audio, and text …

Road hazards (RH) have always been the cause of many serious traffic accidents. These
have posed a threat to the safety of drivers, passengers, and pedestrians, and have also …

To meet the demand for powerful models for practical applications in real time, the focus of
research on human actions has shifted from offline detection to online and real-time …

Abstract Online Action Detection (OAD) in videos addresses the problem of real-time
analysis for streaming videos, ie, only the observed historical video frames are available at …

Online action detection aims to detect a current action from an untrimmed, streaming video,
where only current and past frames are available. Recent methods for online action …

Temporal action localization (TAL) is a task of identifying a set of actions in a video, which
involves localizing the start and end frames and classifying each action instance. Existing …

The frequent occurrence of pig aggressive behaviors in intensive group-housed
environment seriously affects pig health, welfare and farms economy. Accurate detection of …

The existing learning-based dynamic scene deblurring methods have made good progress
to some extent. However, these methods are usually based on multiscale strategy, which …

Action recognition and localization in untrimmed videos in weakly supervised scenario is a
challenging problem of great application prospects. Limited by the information available in …