March 8, 2017

Affective Information Processing by Jianhua Tao, Tieniu Tan

By Jianhua Tao, Tieniu Tan

Affective info processing is meant to offer pcs the human-like functions of statement, interpretation and iteration of impact positive factors. it's crucial for normal and powerful human-computer interplay and has develop into a really scorching study topic.

This state of the art quantity discusses the newest advancements in affective details processing, and summarises the foremost applied sciences researched, resembling facial features reputation, face animation, emotional speech synthesis, clever brokers, and digital truth. The specified and available assurance incorporates a wide selection of subject matters, together with parts which glance to problem and increase present study. The publication is organised into the next themed elements to assist the readers of their knowing of the sector: Cognitive Emotion version, impact in Speech, have an effect on in Face and have an effect on in Multimodal Interaction.

Topics and Features:

• stories at the cutting-edge learn in affective info processing

• Summarises key applied sciences researched over the last few years, comparable to affective speech processing, affective facial expressions, affective physique gesture and stream, affective multi-modal structures, etc.

• bargains a foundational introductory bankruptcy that grounds readers in middle suggestions and principles

• Discusses purposes of this know-how, resembling in schooling opposed to bullying

• presents summarising conclusions throughout

• Describes impact in multimodal information

• seems at cognitive emotion modelling in usual language communication

• Explores emotion conception and popularity from speech, and in response to multimodal information

• contains face animation according to a wide audio-visual database

• provides physiological sensing for affective computing

• Examines evolutionary expression of feelings in digital people utilizing lighting and pixels

Written to supply a chance for scientists, engineers and graduate scholars to discover the problems, recommendations and applied sciences during this interesting new zone, this ground-breaking ebook offers a complete evaluate and critical perception into the sector and should end up a worthy reference instrument and resource.

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Additional info for Affective Information Processing

Sample text

Believable social and emotional agents. PhD dissertation, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA. Russell, J. A. (2003). Core affect and the psychological construction of emotion. Psychological Review, 110:145–172. , & Norvig, P. (1995). Artificial intelligence: A modern approach. San Francisco: Morgan-Kaufman. Scherer, K. , & Scherer, U. (2004). Emotions in everyday life: Probability of occurrence, risk factors, appraisal and reaction pattern. Social Science Informatics: 43(4):499–570.

In G.

Carofiglio, V. (2003). From Greta’s mind to her face: Modelling the dynamics of affective states in a conversational embodied agent. In International Journal of Human-Computer Studies 59(1/2): 81–118. Ekman, P. (1999). Basic emotions. In T. Dalgleish and T. ), The handbook of cognition and emotion (pp. 45–60). Sussex, UK: John Wiley & Sons. , & Siegle, G. (1993). Variables influencing the intensity of simulated affective states. In Reasoning about mental states – Formal theories & applications.

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