A Review of Recent Techniques for Human Activity Recognition: Multimodality, Reinforcement Learning, and Language Models
Ugonna Oleh,
Roman Obermaisser,
Abu Shad Ahammed
Abstract:Human Activity Recognition (HAR) is a rapidly evolving field with the potential to revolutionise how we monitor and understand human behaviour. This survey paper provides a comprehensive overview of the state-of-the-art in HAR, specifically focusing on recent techniques such as multimodal techniques, Deep Reinforcement Learning and large language models. It explores the diverse range of human activities and the sensor technologies employed for data collection. It then reviews novel algorithms used for Human Ac… Show more
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