Research trend analysis of abnormal behavior detection based on knowledge networks
shilong wang, Maylor K. H. Leung, Siak Wang Khor · 2024
This research employs CiteSpace software to analyze research outcomes on Abnormal Behavior Detection Based on Video Surveillance. It focuses on the China National Knowledge Infrastructure Database (CNKI) and the "Web of Science" Database, aiming to identify research trends, provide some references for advancing this research direction. The following conclusions are drawn: (1) The literature on abnormal behavior detection models and algorithms has shown a consistent increase over time. (2) The current research trend is deep learning, video surveillance and abnormal detection. Research tends to diversify. (3) In China and abroad, there is more attention in the field of deep learning, video surveillance and anomaly detection.