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Jiawei Yan

3 accepted papers

2024

Object Detection Oriented Privacy-Preserving Frame-Level Video Anomaly Detection

ICASSP 2024accepted

With the rapid development of intelligent surveillance, video anomaly detection has become a popular topic in related areas of artificial intelligence. In this work, the main focus is on those applications where the privacy of human targets is concerned, such as outdoor and indoor surveillance and s…

Cited by 8SourceScholar
2020

Image Segmentation Based Privacy-Preserving Human Action Recognition for Anomaly Detection

ICASSP 2020accepted

Human Action Recognition and Anomaly Detection significantly improved automatic video analysis, assisted living, and video-based surveillance. The focus of this work is on those applications where privacy protection is required, such as surveillance and assisted living. RGB video data is the most co…

Cited by 0SourceScholar
2019

Privacy-preserving Online Human Behaviour Anomaly Detection Based on Body Movements and Objects Positions

ICASSP 2019accepted

Human behaviour anomaly detection is crucial for modern artifi-cial intelligence systems. However, privacy protection plays a great role in the realization. In this paper, an online privacy-preserving anomaly detector is presented. The proposed method is able to discriminate on human subject body mo…

Cited by 0SourceScholar