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Human Behavior Analysis: Sensing and Understanding by Zhiwen Yu (English) Paperb

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
ISBN-13
9789811521119
Book Title
Human Behavior Analysis: Sensing and Understanding
ISBN
9789811521119
Subject Area
Computers, Mathematics, Social Science
Publication Name
Human Behavior Analysis: Sensing and Understanding
Item Length
9.3 in
Publisher
Springer
Subject
Sociology / General, Probability & Statistics / General, Databases / Data Mining, Enterprise Applications / General
Publication Year
2021
Type
Textbook
Format
Trade Paperback
Language
English
Author
Zhu Wang, Zhiwen Yu
Item Width
6.1 in
Item Weight
16 Oz
Number of Pages
X, 271 Pages

About this product

Product Information

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 based on non-invasive sensing technologies, including both sensor-based and device-free variants. Secondly, while most existing studies examine individual behaviors, we will systematically elaborate on how to understand human behaviors of various granularities, including not only individual-level but also group-level and community-level behaviors. Lastly, we will discuss the most important scientific problems and open issues involved in human behavior analysis.

Product Identifiers

Publisher
Springer
ISBN-10
9811521115
ISBN-13
9789811521119
eBay Product ID (ePID)
7050401959

Product Key Features

Author
Zhu Wang, Zhiwen Yu
Publication Name
Human Behavior Analysis: Sensing and Understanding
Format
Trade Paperback
Language
English
Subject
Sociology / General, Probability & Statistics / General, Databases / Data Mining, Enterprise Applications / General
Publication Year
2021
Type
Textbook
Subject Area
Computers, Mathematics, Social Science
Number of Pages
X, 271 Pages

Dimensions

Item Length
9.3 in
Item Width
6.1 in
Item Weight
16 Oz

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
H61.3
Table of Content
1. Introduction.- 2. Main Steps of Human Behavior Sensing and Understanding.- 3. Sensor-Based Behavior Recognition.- 4. Device-free Behavior Recognition.- 5. Individual Behavior Recognition.- 6. Group Behavior Recognition.- 7. Community Behavior Understanding.- 8. Open Issues and Emerging Trends.
Copyright Date
2020
Dewey Decimal
155.7
Dewey Edition
23
Illustrated
Yes

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