Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies

Author:

Zaheer Muhammad Zaigham1ORCID,Lee Jin-Ha2,Mahmood Arif3ORCID,Astrid Marcella4ORCID,Lee Seung-Ik4ORCID

Affiliation:

1. Department of Computer Vision, Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates

2. Korea Telecom (KT), Infra DX R&D Center, Daejeon, South Korea

3. Department of Computer Science, Information Technology University, Lahore, Pakistan

4. Department of Artificial Intelligence, University of Science and Technology, Daejeon, South Korea

Funder

Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government (MSIT)

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Graphics and Computer-Aided Design,Software

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Optimal object stitching and video condensation-aided improved YOLOv5-oriented anomaly object detection framework;International Journal of Wavelets, Multiresolution and Information Processing;2024-06-07

2. Exploiting autoencoder’s weakness to generate pseudo anomalies;Neural Computing and Applications;2024-05-03

3. A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

4. Exploring Diffusion Models for Unsupervised Video Anomaly Detection;2023 IEEE International Conference on Image Processing (ICIP);2023-10-08

5. Generating Anomalies for Video Anomaly Detection with Prompt-based Feature Mapping;2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR);2023-06

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