Feature prediction diffusion model for video anomaly detection

• Main Authors: YAN, Cheng, ZHANG, Shiyu, LIU, Yang, PANG, Guansong, WANG, Wenjun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Artificial Intelligence and Robotics; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8414; https://ink.library.smu.edu.sg/context/sis_research/article/9417/viewcontent/Yan_Feature_Prediction_Diffusion_Model_for_Video_Anomaly_Detection_ICCV_2023_paper.pdf
• Institution: Singapore Management University

Anomaly detection in the video is an important research area and a challenging task in real applications. Due to the unavailability of large-scale annotated anomaly events, most existing video anomaly detection (VAD) methods focus on learning the distribution of normal samples to detect the substant...