Deep Learning in Video Violence Detection
Minglan Su, Chaoying Zhang, Ying Tong, Baolin Liang, Sicong Ma, Jianxiu Wang · 2021
In recent years, in order to continuously promote the construction of a safe city, intelligent monitoring equipment has been widely used throughout the country. In the field of intelligent image analysis, behavioral intelligence analysis has received more and more attention. At present, behavior analysis methods focus on detecting simple actions, such as walking, jogging, or jumping; while there is less research on fighting or violent behaviors with complex actions. However, the effective intelligent analysis of violence in video surveillance is essential to maintaining social stability and protecting people's lives and property. Therefore, we summarize the latest methods of violence detection in existing video sequences.