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LEADER 00000cam  2200829 i 4500 
003    OCoLC 
005    20160206113919.0 
006    m     o  d         
007    cr |||         
008    140626s2014    nju     ob    001 0 eng   
010    2014025465 
019    ocn881875993 
019    898424087|a903886348|a927509180 
020    9781118910603|q(ePub) 
020    1118910605|q(ePub) 
020    9781118910610|q(Adobe PDF) 
020    1118910613|q(Adobe PDF) 
020    |z9781118130667|q(hardback) 
020    9781118910566 
020    1118910567 
035    (OCoLC)881875993 
040    DLC|beng|erda|cDLC|dYDX|dOCLCF|dUKMGB|dN$T|dEBLCP|dYDXCP
       |dDEBSZ|dUIU|dAU@|dRECBK|dOCL 
042    pcc 
049    UMVA 
050 00 QA76.9.H85 
072  7 COM|x013000|2bisacsh 
072  7 COM|x014000|2bisacsh 
072  7 COM|x018000|2bisacsh 
072  7 COM|x067000|2bisacsh 
072  7 COM|x032000|2bisacsh 
072  7 COM|x037000|2bisacsh 
072  7 COM|x052000|2bisacsh 
082 00 004.01/9|223 
100 1  Konar, Amit. 
245 10 Emotion recognition :|ba pattern analysis approach /|cAmit
       Konar, Aruna Chakraborty. 
263    1502 
264  1 Hoboken, New Jersey :|bJohn Wiley & Sons, Inc.,|c2014. 
300    1 online resource. 
336    text|btxt|2rdacontent 
337    computer|bn|2rdamedia 
338    online resource|bnc|2rdacarrier 
500    "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    Includes bibliographical references and index. 
505 0  ""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  ""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  ""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  ""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    "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    Description based on print version record and CIP data 
       provided by publisher. 
650  0 Human-computer interaction. 
650  0 Artificial intelligence. 
650  0 Emotions|xComputer simulation. 
650  0 Pattern recognition systems. 
650  0 Context-aware computing. 
655  4 Electronic books. 
655  7 TECHNOLOGY & ENGINEERING / Electronics / Digital.|2bisacsh
655  7 COMPUTERS / Computer Vision & Pattern Recognition.
       |2bisacsh 
655  7 Artificial intelligence.|2fast|0(OCoLC)fst00817247 
655  7 Context-aware computing.|2fast|0(OCoLC)fst01746610 
655  7 Emotions|xComputer simulation.|2fast|0(OCoLC)fst00908821 
655  7 Human-computer interaction.|2fast|0(OCoLC)fst00963494 
655  7 Pattern recognition systems.|2fast|0(OCoLC)fst01055266 
700 1  Chakraborty, Aruna,|d1977- 
776 08 |iPrint version:|aKonar, Amit.|tEmotion recognition
       |dHoboken, New Jersey : John Wiley & Sons, Inc., 2014
       |z9781118130667|w(DLC)  2014024314 
856 40 |3John Wiley|uhttps://ezp.lib.unimelb.edu.au/
       login?url=http://dx.doi.org/10.1002/9781118910566|zConnect
       to ebook (University of Melbourne only) 
990    Batch Ebook load (bud2) - do not edit, delete or attach 
       any records. 
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