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|a Konar, Amit.
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|a Emotion recognition :
|b a pattern analysis approach /
|c Amit Konar, Aruna Chakraborty.
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|a Hoboken, New Jersey :
|b John Wiley & Sons, Inc.,
|c 2014.
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300 |
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|a 1 online resource
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|a text
|b txt
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|a Includes bibliographical references and index.
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|a "Written by leaders in the field, this book provides a thorough and insightful presentation of the research methodology on emotion recognition in a highly comprehensive writing style. Topics covered include emotional feature extraction, facial recognition, human-computer interface design, neuro-fuzzy techniques, support vector machine (SVM), reinforcement learning, principal component analysis, the hidden Markov model, and probabilistic models. The result is a innovative edited volume on this timely topic for computer science and electrical engineering students and professionals"--Provided by publisher.
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|a Print version record and CIP data provided by publisher.
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|a "Written by leaders in the field, this book provides a thorough and insightful presentation of the research methodology on emotion recognition in a highly comprehensive writing style. Topics covered include emotional feature extraction, facial recognition, human-computer interface design, neuro-fuzzy techniques, support vector machine (SVM), reinforcement learning, principal component analysis, the hidden Markov model, and probabilistic models. The result is a innovative edited volume on this timely topic for computer science and electrical engineering students and professionals"-
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|a Title Page -- Copyright -- Dedication -- Preface -- Acknowledgments -- Contributors -- Chapter 1: Introduction to Emotion Recognition -- 1.1 Basics of Pattern Recognition -- 1.2 Emotion Detection as a Pattern Recognition Problem -- 1.3 Feature Extraction -- 1.4 Feature Reduction Techniques -- 1.5 Emotion Classification -- 1.6 Multimodal Emotion Recognition -- 1.7 Stimulus Generation for Emotion Arousal -- 1.8 Validation Techniques -- 1.9 Summary -- References -- Author Biographies
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|a Chapter 2: Exploiting Dynamic Dependencies Among Action Units for Spontaneous Facial Action Recognition2.1 Introduction -- 2.2 Related Work -- 2.3 Modeling the Semantic and Dynamic Relationships Among Aus With a DBN -- 2.4 Experimental Results -- 2.5 Conclusion -- References -- Author Biographies -- Note -- Chapter 3: Facial Expressions: A Cross-Cultural Study -- 3.1 Introduction -- 3.2 Extraction of Facial Regions and Ekmanâ€"! Action Units -- 3.3 Cultural Variation in Occurrence of Different Aus
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|a 3.4 Classification Performance Considering Cultural Variability3.5 Conclusion -- References -- Author Biographies -- Notes -- Chapter 4: A Subject-dependent Facial Expression Recognition System -- 4.1 Introduction -- 4.2 Proposed Method -- 4.3 Experiment Result -- 4.4 Conclusion -- Acknowledgment -- References -- Author Biographies -- Chapter 5: Facial Expression Recognition Using Independent Component Features and Hidden Markov Model -- 5.1 Introduction -- 5.2 Methodology -- 5.3 Experimental Results -- 5.4 Conclusion -- Acknowledgments
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|a 7.4 Fuzzy Type-2 Membership Evaluation7.5 Experimental Details -- 7.6 Performance Analysis -- 7.7 Conclusion -- References -- Author Biographies -- Chapter 8: Emotion Recognition from Non-frontal Facial Images -- 8.1 Introduction -- 8.2 A Brief Review of Automatic Emotional Expression Recognition -- 8.3 Databases for Non-Frontal Facial Emotion Recognition -- 8.4 Recent Advances of Emotion Recognition from Non-Frontal Facial Images -- 8.5 Discussions and Conclusions -- Acknowledgments -- References -- Author Biographies
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|a Human-computer interaction.
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|a Artificial intelligence.
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|a Emotions
|x Computer simulation.
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|a Pattern recognition systems.
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|a Context-aware computing.
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|a TECHNOLOGY & ENGINEERING
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|a COMPUTERS
|x Computer Vision & Pattern Recognition.
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|a Artificial intelligence
|2 fast
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|a Context-aware computing
|2 fast
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|a Emotions
|x Computer simulation
|2 fast
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|a Human-computer interaction
|2 fast
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|a Pattern recognition systems
|2 fast
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|a Chakraborty, Aruna,
|d 1977-
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|i has work:
|a Emotion recognition (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGCdMpfpqdXRWx766QqQhd
|4 https://id.oclc.org/worldcat/ontology/hasWork
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776 |
0 |
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|i Print version:
|a Konar, Amit.
|t Emotion recognition.
|d Hoboken, New Jersey : John Wiley & Sons, Inc., 2014
|z 9781118130667
|w (DLC) 2014024314
|
856 |
4 |
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|u https://ebookcentral.proquest.com/lib/holycrosscollege-ebooks/detail.action?docID=1889216
|y Click for online access
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|a EBC-AC
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