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Computer Analysis of Human Behavior
Computer analysis of human behavior opens up possibilities of advanced applications in a wide range of diverse areas. Computer Analysis of Human Behavior presents the key issues and computational tools which will form the foundation of such future applications. With dedicated chapters on both method...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor Corporativo: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Springer London : Imprint: Springer,
2011.
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| Edición: | 1st ed. 2011. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 024 | 7 | |a 10.1007/978-0-85729-994-9 |2 doi | |
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| 245 | 1 | 0 | |a Computer Analysis of Human Behavior |h [electronic resource] / |c edited by Albert Ali Salah, Theo Gevers. |
| 250 | |a 1st ed. 2011. | ||
| 264 | 1 | |a London : |b Springer London : |b Imprint: Springer, |c 2011. | |
| 300 | |a XVI, 412 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
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| 505 | 0 | |a Part I: Tools of the Trade -- Bayesian Methods for the Analysis of Human Behavior -- Introduction to Sequence Analysis for Human Behavior Understanding -- Detecting and Tracking Action Content -- Computational Visual Attention -- Part II: Analysis of Activities -- Methods and Technologies for Gait Analysis -- Hand Gesture Analysis -- Semantics of Human Behavior in Image Sequences -- Part III: Social and Affective Behaviors -- Social Signals: A Psychological Perspective -- Voice and Speech Analysis in Search of States and Traits -- Continuous Analysis of Affect from Voice and Face -- Analysis of Social Interaction in Group Conversations: Modeling Social Verticality -- Part IV: Selected Applications -- Activity Monitoring Systems in Health Care -- Behavioral, Cognitive and Virtual Biometrics -- Human Behavior Analysis in Ambient Gaming and Playful Interaction. | |
| 520 | |a Computer analysis of human behavior opens up possibilities of advanced applications in a wide range of diverse areas. Computer Analysis of Human Behavior presents the key issues and computational tools which will form the foundation of such future applications. With dedicated chapters on both methodology and applications, this essential text/reference provides a broad survey of advanced pattern recognition techniques for the interpretation of complex human behavioral patterns. Clearly structured, the book begins with concise coverage of the major concepts, before introducing the most frequently used techniques and algorithms in detail, and then discussing examples of real applications. Each chapter offers a stand-alone treatment of a relevant topic, covering the most important issues and approaches, as well as predicting future research directions and posing open questions. Topics and features: Contains contributions from an international selection of experts in the field Presents a thorough introduction to the fundamental topics of human behavior analysis Investigates methods for activity recognition, including gait and posture analysis, hand gesture analysis, and semantics of human behavior in image sequences Provides an accessible psychological treatise on social signals for the analysis of social behaviors Discusses voice and speech analysis for assessing human communicative behavior, combined audiovisual cues, and social interactions and group dynamics Examines applications in different research fields, from behavioral biometrics and gaming to ambient intelligence for assisted living Each chapter concludes with review questions, a summary of the topics covered, and a glossary Ideal for graduate courses on computer analysis of human behavior, this unique text can also be used as a guide for researchers in computer science, cognitive science and psychology. Additionally, professionals and policy-makers working in fields as diverse as ergonomics, biometrics, and healthcare will find this a valuable reference. Dr. Albert Ali Salah is an Assistant Professor at Boğaziçi University, Department of Computer Engineering, Turkey. Dr. Theo Gevers is an Associate Professor at the University of Amsterdam Informatics Institute, The Netherlands, and a Full Professor at the Computer Vision Center in Barcelona, Spain. | ||
| 650 | 0 | |a User interfaces (Computer systems). | |
| 650 | 0 | |a Human-computer interaction. | |
| 650 | 0 | |a Pattern recognition systems. | |
| 650 | 0 | |a Social sciences-Data processing. | |
| 650 | 1 | 4 | |a User Interfaces and Human Computer Interaction. |
| 650 | 2 | 4 | |a Automated Pattern Recognition. |
| 650 | 2 | 4 | |a Computer Application in Social and Behavioral Sciences. |
| 700 | 1 | |a Salah, Albert Ali. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Gevers, Theo. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9781447159490 |
| 776 | 0 | 8 | |i Printed edition: |z 9780857299932 |
| 776 | 0 | 8 | |i Printed edition: |z 9780857299956 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-0-85729-994-9 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||