Emotion recognition : a pattern analysis approach /

• Κύριος συγγραφέας: Konar, Amit
• Άλλοι συγγραφείς: Chakraborty, Aruna, 1977-
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, New Jersey : John Wiley & Sons, Inc., 2014.
• Θέματα: Human-computer interaction.; Artificial intelligence.; Emotions > Computer simulation.; Pattern recognition systems.; Context-aware computing.; TECHNOLOGY & ENGINEERING / Electronics / Digital.; COMPUTERS / Computer Vision & Pattern Recognition.; Electronic books.

"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...

Πίνακας περιεχομένων:

• ""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""
• ""Chapter 2: Exploiting Dynamic Dependencies Among Action Units for Spontaneous Facial Action Recognition
• 2.1 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 Ekman’s Action Units
• 3.3 Cultural Variation in Occurrence of Different Aus""
• ""3.4 Classification Performance Considering Cultural Variability
• 3.5 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""
• ""7.4 Fuzzy Type-2 Membership Evaluation
• 7.5 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""