Social Signal Processing

ISBN-13: 9781107161269 / Angielski / Twarda / 2017 / 440 str.

Judee K. Burgoon; Nadia Magnenat-Thalmann; Maja Pantic

Opis

This book provides comprehensive, authoritative surveys covering the modeling, automatic detection, analysis, and synthesis of nonverbal social signals.

Spis treści

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.