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This chapter addresses the state of research in human activity recognition (HAR) for active assisted living (AAL) applications. We provide a comprehensive review of the ongoing research efforts and identify future trends in this area, especially regarding the activities of daily living (ADL) and behavior recognition. The focus of this work is on privacy-preserving methods and technologies that use audio and video modalities for HAR, as well as combining them with various sensors and wearables in a multimodal setup.

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Activities of Daily Living (ADL) and Behavior Recognition

  • 章节

  • 出版模式：

    开放获取

  • 发表日期：

    2025年

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  • Slavisa Aleksic,
  • Vladimir Despotovic,
  • Stefania Cristina

摘要

This chapter addresses the state of research in human activity recognition (HAR) for active assisted living (AAL) applications. We provide a comprehensive review of the ongoing research efforts and identify future trends in this area, especially regarding the activities of daily living (ADL) and behavior recognition. The focus of this work is on privacy-preserving methods and technologies that use audio and video modalities for HAR, as well as combining them with various sensors and wearables in a multimodal setup.