GIAD: Generative Inpainting-Based Anomaly Detection via Self-Supervised Learning for Human Monitoring
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Springer International Publishing
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https://link.springer.com/content/pdf/10.1007/978-3-030-89363-7_32
Reference36 articles.
1. Sargano, A.B., Angelov, P., Habib, Z.: A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition. Appl. Sci. 7(1), 110 (2017)
2. Liang, Q., et al.: Research on non-contact monitoring system for human physiological signal and body movement. Biosensors 9(2), 58 (2019)
3. Mahbub, U., Rahman, T., Ahad, M.A.R.: Contactless human monitoring: challenges and future direction. Contactless Hum. Act. Anal. 200, 335 (2021)
4. Morais, R., Le, V., Tran, T., Saha, B., Mansour, M., Venkatesh, S.: Learning regularity in skeleton trajectories for anomaly detection in videos. In: Proceedings of CVPR, pp. 11996–12004 (2019)
5. Deguchi, Y., Takayama, D., Takano, S., Scuturici, V.M., Petit, J.M., Suzuki, E.: Skeleton clustering by multi-robot monitoring for fall risk discovery. J. Intell. Inf. Syst. 48(1), 75–115 (2017)
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1. Cross-Modal Self-Supervised Feature Extraction for Anomaly Detection in Human Monitoring;2023 IEEE 19th International Conference on Automation Science and Engineering (CASE);2023-08-26
2. GIAD-ST: Detecting anomalies in human monitoring based on generative inpainting via self-supervised multi-task learning;Journal of Intelligent Information Systems;2022-06-30
3. Detecting Video Anomalous Events with an Enhanced Abnormality Score;Lecture Notes in Computer Science;2022
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