12 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.CV2025★ 10 cited
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches
Guodong Shen, Yuqi Ouyang, Junru Lu +2
Despite the prevailing transition from single-task to multi-task approaches in video anomaly detection, we observe that many adopt sub-optimal frameworks for individual proxy tasks…
cs.CV2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training
Yuqi Ouyang, Guodong Shen, Victor Sanchez
We propose a solution to detect anomalous events in videos without the need to train a model offline. Specifically, our solution is based on a randomly-initialized multilayer perce…
cs.CV2022★ 12 cited
Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange
Guodong Shen, Yuqi Ouyang, Victor Sanchez
Video anomaly detection is a challenging task because most anomalies are scarce and non-deterministic. Many approaches investigate the reconstruction difference between normal and…