The conventional manual analysis of labeling abnormal actions is a tedious task owing to the extensive application of video surveillance ... an Anomaly Detection in Pedestrian Walkways using ...

Therefore, this study designs an Intelligent Multi-Group Marine Predator Algorithm with Deep Learning Assisted Anomaly Detection (MMPADL-AD) in Pedestrian Walkways. The MMPADL-AD system aims to ensure ...

The technology, which incorporates deep learning models, could be used in 'smart' vehicles, robotics and image and video search ... The new pedestrian detection algorithm developed by Vasconcelos ...

Besides adopting deep learning algorithms, there are several key considerations when applying machine learning based anomaly detection: Data readiness is arguably the most important factor for ...

By analyzing vast amounts of video data using deep learning algorithms, anomaly detection can identify patterns in traffic flow and flag deviations from these patterns. When the system detects an ...

The technology, which incorporates deep ... that algorithm is the next challenge," said Vasconcelos. Watch a video showing the pedestrian detection system at work here. The work, titled "Learning ...