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008 140626s2014 nju ob 001 0 eng
010 _a 2014025465
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020 _a9781118910603 (ePub)
020 _a1118910605 (ePub)
020 _a9781118910610 (Adobe PDF)
020 _a1118910613 (Adobe PDF)
020 _z9781118130667 (hardback)
020 _a9781118910566
020 _a1118910567
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100 1 _aKonar, Amit.
245 1 0 _aEmotion recognition : a pattern analysis approach /
_cAmit Konar, Aruna Chakraborty.
_h[electronic resource]
263 _a1502
264 1 _aHoboken, New Jersey :
_bJohn Wiley & Sons, Inc.,
_c2014.
300 _a1 online resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bn
_2rdamedia
338 _aonline resource
_bnc
_2rdacarrier
500 _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.
504 _aIncludes bibliographical references and index.
505 0 _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""
505 8 _a""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""
505 8 _a""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""
505 8 _a""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""
520 _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"--
588 _aDescription based on print version record and CIP data provided by publisher.
650 0 _aHuman-computer interaction.
650 0 _aArtificial intelligence.
650 0 _aEmotions
_xComputer simulation.
650 0 _aPattern recognition systems.
650 0 _aContext-aware computing.
650 7 _aTECHNOLOGY & ENGINEERING / Electronics / Digital.
_2bisacsh
650 7 _aCOMPUTERS / Computer Vision & Pattern Recognition.
_2bisacsh
650 7 _aArtificial intelligence.
_2fast
_0(OCoLC)fst00817247
650 7 _aContext-aware computing.
_2fast
_0(OCoLC)fst01746610
650 7 _aEmotions
_xComputer simulation.
_2fast
_0(OCoLC)fst00908821
650 7 _aHuman-computer interaction.
_2fast
_0(OCoLC)fst00963494
650 7 _aPattern recognition systems.
_2fast
_0(OCoLC)fst01055266
655 4 _aElectronic books.
700 1 _aChakraborty, Aruna,
_d1977-
776 0 8 _iPrint version:
_aKonar, Amit.
_tEmotion recognition
_dHoboken, New Jersey : John Wiley & Sons, Inc., 2014
_z9781118130667
_w(DLC) 2014024314
856 4 0 _uhttp://onlinelibrary.wiley.com/book/10.1002/9781118910566
_zWiley Online Library
942 _2ddc
_cBK
999 _c207551
_d207551