83 citations · 203 across the 8 of their papers we have counts for
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cs.CV2022★ 2 cited
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection
Asiegbu Miracle Kanu-Asiegbu, Ram Vasudevan, Xiaoxiao Du
We present BiPOCO, a Bi-directional trajectory predictor with POse COnstraints, for detecting anomalous activities of pedestrians in videos. In contrast to prior work based on feat…
cs.CV2022★ 11 cited
Leveraging Trajectory Prediction for Pedestrian Video Anomaly Detection
Asiegbu Miracle Kanu-Asiegbu, Ram Vasudevan, Xiaoxiao Du
Video anomaly detection is a core problem in vision. Correctly detecting and identifying anomalous behaviors in pedestrians from video data will enable safety-critical applications…