The Resource Human Behavior Analysis: Sensing and Understanding, by Zhiwen Yu, Zhu Wang, (electronic resource)

Human Behavior Analysis: Sensing and Understanding, by Zhiwen Yu, Zhu Wang, (electronic resource)

Label
Human Behavior Analysis: Sensing and Understanding
Title
Human Behavior Analysis: Sensing and Understanding
Statement of responsibility
by Zhiwen Yu, Zhu Wang
Creator
Contributor
Author
Author
Subject
Language
eng
Summary
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
http://library.link/vocab/creatorName
Yu, Zhiwen
Dewey number
004
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • aWqTSW_G1YA
  • TfFl7OmCAoE
Image bit depth
0
LC call number
QA76.76.A65
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Wang, Zhu.
http://library.link/vocab/subjectName
  • Application software
  • Data mining
  • Personal computers
  • Computer Appl. in Social and Behavioral Sciences
  • Data Mining and Knowledge Discovery
  • Personal Computing
Label
Human Behavior Analysis: Sensing and Understanding, by Zhiwen Yu, Zhu Wang, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Edition
1st ed. 2020.
Extent
1 online resource (X, 273 p. 92 illus., 69 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9789811521096
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-15-2109-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4100000010480210
  • (DE-He213)978-981-15-2109-6
  • (EXLCZ)994100000010480210
Label
Human Behavior Analysis: Sensing and Understanding, by Zhiwen Yu, Zhu Wang, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Edition
1st ed. 2020.
Extent
1 online resource (X, 273 p. 92 illus., 69 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9789811521096
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-981-15-2109-6
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4100000010480210
  • (DE-He213)978-981-15-2109-6
  • (EXLCZ)994100000010480210

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