Multiple People Activity Recognition Using MHT over DBN

机译：在DBN上使用MHT进行多人活动识别

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Multiple people activity recognition system is an essential step in Ambient Assisted Living system development. A possible approach for multiple people is to take an existing system for single person activity recognition and extend it to the case of multiple people. One approach is Multiple Hypothesis Tracking (MHT) which provides capabilities of multiple people tracking and activity recognition based on the Dynamic Bayesian Network Model. The advantage of such systems is that the number of people can vary, while the disadvantage is that the activity recognition configuration cannot be done if only multiple people data is available for training.

机译：多人活动识别系统是环境辅助生活系统开发的重要步骤。对于多人而言，一种可能的方法是采用现有系统进行单人活动识别，并将其扩展到多人的情况下。一种方法是多假设跟踪（MHT），它基于动态贝叶斯网络模型提供多人跟踪和活动识别的功能。这种系统的优点是人数可以变化，而缺点是如果只有多个人员数据可用于训练，则无法进行活动识别配置。

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来源
《Toward useful services for elderly and people with disabilities》|2011年|p.313-318|共6页
会议地点 Montreal(CA);Montreal(CA)
作者
Andrei Tolstikov; Clifton Phua; Jit Biswas; Weimin Huang;
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作者单位

Institute for Infocomm Research, Singapore;

Institute for Infocomm Research, Singapore;

Institute for Infocomm Research, Singapore;

Institute for Infocomm Research, Singapore;

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会议组织
原文格式 PDF
正文语种 eng
中图分类信息处理（信息加工）;医疗卫生制度与机构;
关键词
multiple hypothesis tracking; dynamic bayesian network; activity recognition.;

机译：多重假设追踪；动态贝叶斯网络；活动识别。;

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1. Working together: a DBN approach for individual and group activity recognition [J] . Rossi Silvia, Acampora Giovanni, Staffa Mariacarla Journal of ambient intelligence and humanized computing . 2020,第12期

机译：共同努力：个人和团体活动识别的DBN方法
2. Comparison of fusion methods based on DST and DBN in human activity recognition [J] . Andrei TOLSTIKOV, Xin HONG, Jit BISWAS, 控制理论与应用（英文版） . 2011,第001期

机译：基于DST和DBN的融合方法在人类活动识别中的比较
3. Comparison of fusion methods based on DST and DBN in human activity recognition [J] . 无控制理论与应用：英文版 . 2011,第001期

机译：基于DST和DBN的融合方法在人类活动识别中的比较
4. VIGOUR: a system for tracking and recognition of multiple people and their activities [C] . Sherrah, J., Gong, . 2000

机译：VIGOUR：用于跟踪和识别多人及其活动的系统
5. Bayesian three-dimensional multiple people tracking using multiple indoor cameras and microphones. [D] . Lee, Yeongseon. 2009

机译：贝叶斯三维多人跟踪使用多个室内摄像机和麦克风。
6. Myelin autoreactivity in multiple sclerosis: recognition of myelin basic protein in the context of HLA-DR2 products by T lymphocytes of multiple-sclerosis patients and healthy donors. [O] . M Pette, K Fujita, D Wilkinson, 2019

机译：多发性硬化中的髓磷脂自身反应性：多发性硬化患者和健康捐献者的T淋巴细胞在HLA-DR2产物的背景下识别髓鞘碱性蛋白。
7. VIGOUR: A system for tracking and recognition of multiple people and their activities [O] . Jamie Sherrah, Shaogang Gong 2000

机译：VIGOR：一个跟踪和识别多人及其活动的系统
8. Activity Recognition and Monitoring Using Multiple Sensors on Different Body Positions [R] . Maurer, U., Smailagic, A., Siewiorek, D. P., 2006

机译：不同身体姿势下多传感器的活动识别与监测

Multiple People Activity Recognition Using MHT over DBN

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