Social signal processing
著者
書誌事項
Social signal processing
Cambridge University Press, 2017
- : hardback
大学図書館所蔵 全6件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
- 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, Bjoern Schuller 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 Bjoern Schuller
- 15. Interpersonal synchrony Mohamed Chetouani, Emilie Delaherche, Guillaume Dumas and David Cohen
- 16. Automatic analysis of social emotions Hatice Gunes and Bjoern Schuller
- 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.
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