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Titlebook: Human Behavior Analysis: Sensing and Understanding; Zhiwen Yu,Zhu Wang Book 2020 Springer Nature Singapore Pte Ltd. 2020 Human Behavior/Ac

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发表于 2025-3-21 17:02:27 | 显示全部楼层 |阅读模式
书目名称Human Behavior Analysis: Sensing and Understanding
编辑Zhiwen Yu,Zhu Wang
视频video
概述Addresses non-invasive sensing of human behaviors, including advances in both sensor-based and device-free approaches..Covers human behaviors of various granularities, from individual-level to group-l
图书封面Titlebook: Human Behavior Analysis: Sensing and Understanding;  Zhiwen Yu,Zhu Wang Book 2020 Springer Nature Singapore Pte Ltd. 2020 Human Behavior/Ac
描述.Over the last decade, there has been a growing interest in human behavior analysis, motivated by societal needs such as security, natural interfaces, affective computing, and assisted living. However, the accurate and non-invasive detection and recognition of human behavior remain major challenges and the focus of many research efforts...Traditionally, in order to identify human behavior, it is first necessary to continuously collect the readings of physical sensing devices (e.g., camera, GPS, and RFID), which can be worn on human bodies, attached to objects, or deployed in the environment. Afterwards, using recognition algorithms or classification models, the behavior types can be identified so as to facilitate advanced applications. Although such traditional approaches deliver satisfactory performance and are still widely used, most of them are intrusive and require specific sensing devices, raising issues such as privacy and deployment costs...In this book, we will present our latest findings on non-invasive sensing and understanding of human behavior. Specifically, this book differs from existing literature in the following senses. Firstly, we focus on approaches that are base
出版日期Book 2020
关键词Human Behavior/Activity; Behavior/Activity Sensing; Behavior/Activity Understanding; Behavior/Activity
版次1
doihttps://doi.org/10.1007/978-981-15-2109-6
isbn_softcover978-981-15-2111-9
isbn_ebook978-981-15-2109-6
copyrightSpringer Nature Singapore Pte Ltd. 2020
The information of publication is updating

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https://doi.org/10.1007/978-981-15-2109-6Human Behavior/Activity; Behavior/Activity Sensing; Behavior/Activity Understanding; Behavior/Activity
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Sensor-Based Behavior Recognition,toring human–object interactions through the usage of multiple multimodal miniaturized sensors. In this chapter, we first give a brief introduction to the historical evolution of sensor-based behavior recognition. Afterwards, we present the mobile device-enabled behavior recognition approach, which
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Book 2020evices, raising issues such as privacy and deployment costs...In this book, we will present our latest findings on non-invasive sensing and understanding of human behavior. Specifically, this book differs from existing literature in the following senses. Firstly, we focus on approaches that are base
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Human Behavior Analysis: Sensing and Understanding
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Human Behavior Analysis: Sensing and Understanding978-981-15-2109-6
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Device-Free Behavior Recognition,itous sensing solution by using the pervasive signal (including RF signal, acoustic signal, optical signal, etc). In this chapter, we first introduce the basic concept of device-free behavior sensing and understanding, and then present two typical device-free behavior sensing approaches, i.e., Wi-Fi based and acoustic based.
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