Social Signal Processing (eBook, ePUB)

Redaktion: Burgoon, Judee K.

• Format: ePub

Produktbeschreibung

Social Signal Processing is the first book to cover all aspects of the modeling, automated detection, analysis, and synthesis of nonverbal behavior in human-human and human-machine interactions. Authoritative surveys address conceptual foundations, machine analysis and synthesis of social signal processing, and applications. Foundational topics include affect perception and interpersonal coordination in communication; later chapters cover technologies for automatic detection and understanding such as computational paralinguistics and facial expression analysis and for the generation of artificial social signals such as social robots and artificial agents. The final section covers a broad spectrum of applications based on social signal processing in healthcare, deception detection, and digital cities, including detection of developmental diseases and analysis of small groups. Each chapter offers a basic introduction to its topic, accessible to students and other newcomers, and then outlines challenges and future perspectives for the benefit of experienced researchers and practitioners in the field.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 8. Mai 2017
• Englisch
• ISBN-13: 9781108124287
• Artikelnr.: 48394415

Inhaltsangabe

Introduction Alessandro Vinciarelli; Part I. Conceptual Foundations of
Social Signal Processing: 2. What does it mean to be social? Kory Floyd and
Valerie Manusov; 3. Universal dimensions of social cognition Cydney H.
Dupree and Susan T. Fiske; 4. Measuring responses to nonverbal social
signals Marianne Schmid Mast and Judith A. Hall; 5. Computational analysis
of vocal expression of affect - trends and challenges Ross Buck, Mike
Miller and Stacie Renfro Powers; 6. The vertical dimension of social
signaling Klaus Scherer, Björn Schüller and Aaron Elkins; 7.
Self-presentation Mark R. Leary and Katrina P. Jongman-Sereno; 8.
Interaction coordination and adaptation Judee K. Burgoon, Norah E. Dunbar
and Howard Giles; 9. Social signals and persuasion William D. Crano and
Jason T. Siegel; 10. Social presence in CMC and VR Christine Rosakranse,
Clifford Nass and Soo Youn Oh; Part II. Machine Analysis of Social Signals:
11. Facial actions as social signals Michel Valstar, Stefanos Zafeiriou and
Maja Pantic; 12. Automatic analysis of bodily social signals Ronald Poppe;
13. Computational approaches for personality prediction Bruno Lepri and
Fabio Pianesi; 14. Automatic analysis of aesthetics Hatice Guines and Björn
Schüller; 15. Interpersonal synchrony Mohamed Chetouani, Emilie Delaherche,
Guillaume Dumas and David Cohen; 16. Automatic analysis of social emotions
Hatice Gunes and Björn Schüller; 17. Social signal processing for automatic
role recognition Alessandro Vinciarelli; 18. Machine learning methods for
social signal processing Ognjen Rudovic, Mihalis A. Nicolaou and Vladimir
Pavlovic; Part III. Machine Synthesis of Social Signals: 19. Speech
synthesis Kallirroi Georgila; 20. Body movements generation for virtual
characters and social robots Aryel Beck, Zerrin Yumak and Nadia
Magnenat-Thalmann; 21. Approach and dominance as social signals for
affective interfaces Marc Cavazza; 22. Virtual reality and prosocial
behaviour Ketaki Shriram, Soo Youn Oh and Jeremy Bailenson; 23. Social
signal processing in social robotics Maha Salem and Kerstin Dautenhahn;
Part IV. Applications of Social Signal Processing: 24. Social signal
processing for surveillance Dong Seon Cheng and Marco Cristani; 25.
Analysis of small groups Daniel Gatica-Perez, Oya Aran and Dinesh Jayagopi;
26. Multimedia implicit tagging Mohammad Soleymani and Maja Pantic; 27.
Social signal processing for conflict analysis and understanding Alessandro
Vinciarelli; 28. Social signal processing and socially assistive robotics
in developmental disorders Mohamed Chetouani, Sofiane Boucenna, Laurence
Chaby, Monique Plaza and David Cohen; 29. Social signal of deception and
dishonesty Judee K. Burgoon, Dimitris Metaxas, Thirimachos Bourlai and
Aaron Elkins.