在智能生活服务和应用中识别人类行动:背景意识,数据可用性,个性化和隐私
Giovanni Diraco1, Gabriele Rescio1, Andrea Caroppo1
1National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy.
Sensors (Basel, Switzerland)
|July 14, 2023
概括
人类行动识别 (HAR) 对智能生活技术至关重要. 本综述综合了在智能环境中关于HAR的研究,强调了提高生活质量的关键挑战和未来方向.
科学领域:
- 计算机视觉和人工智能的人工智能
- 人与计算机的交互
- 无处不在的计算无处不在的计算
背景情况:
- 智能生活将技术整合到家庭和城市中,以改善公民的生活质量.
- 人类行动识别 (HAR) 对智能生活服务至关重要,包括能源管理,医疗保健和运输.
- 哈尔利用计算机视觉和传感器数据来识别人类的行为和活动.
研究的目的:
- 在智能生活服务和应用中对人类行动识别 (HAR) 进行全面的文献审查.
- 确定该领域的关键贡献,挑战和未来研究方向.
- 提供关于 HAR 在智能生活中的社会影响和应用领域的见解.
主要方法:
- 使用有针对性的Scopus查询进行系统的文献审查.
- 在智能生活环境中对 HAR 的现有研究进行分析.
- 评估研究缺口和未来的研究建议.
主要成果:
- 识别了智能生活的基本方面以及HAR的最先进技术.
- 审查的主要应用领域:智能家居,智能医疗保健和智能城市.
- 强调了在HAR中背景意识,数据可用性,个性化和隐私的重要性.
结论:
- 哈尔是先进智能生活服务的关键推动者.
- 需要进一步的研究来解决背景意识,数据,个性化和隐私方面的挑战.
- 本综述提供了一个全面的资源,用于在智能生活应用中推进HAR.
关键词:
环境辅助生活环境辅助生活应用程序 应用程序 应用程序环境意识 背景意识数据可用性数据的可用性.深度学习是一种深度学习.人类行动承认承认机器学习是机器学习.个性化个性化个性化隐私 隐私 隐私 隐私 隐私 隐私审查 审查 审查 审查 审查传感技术的感应技术.服务是服务的服务.信号处理 信号处理 信号处理智慧城市是智慧城市.智能社区 智能社区智能环境是一个智能环境.智能家居是一个智能家居.智能生活 智能生活更多相关视频
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