Unsupervised Video Anomaly Detection for Multiple Traffic Scenes Via Memory-Guided Frame Prediction and Reconstruction

Author:

Zhang Heng,Gu Jinjing,Pu Yuanyuan,Zhao Zhengpeng,Deng Xin,Tian Jingyun

Publisher

Elsevier BV

Reference50 articles.

1. Msn-net: Multi-scale normality network for video anomaly detection;Yang Liu;ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),2023

2. Collaborative normality learning framework for weakly supervised video anomaly detection;Yang Liu;IEEE Transactions on Circuits and Systems II: Express Briefs,2022

3. Margin learning embedded prediction for video anomaly detection with a few anomalies;Wen Liu;In International Joint Conferences on Artificial Intelligence,2019

4. Robust unsupervised video anomaly detection by multipath frame prediction;Xuanzhao Wang;IEEE Transactions on Neural Networks and Learning Systems,2021

5. Integrating prediction and reconstruction for anomaly detection;Yao Tang;Pattern Recognition Letters,2020

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