Visual perception of emotional and conversational facial expressions:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Berlin
Logos Verl.
2015
|
| Series: | MPI Series in biological cybernetics
41 |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | XX, 198 S. Ill., graph. Darst. |
| ISBN: | 9783832539696 |
Staff View
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TABLE OF CONTENTS
DECLARATION
I
DECLARATION OF CONTRIBUTION OF THE CANDIDATE
III
ACKNOWLEDGEMENTS
V
ABSTRACT
IX
TABLE OF CONTENTS
XI
LIST OF FIGURES
XVII
LIST OF TABLES
XIX
1 SYNOPSIS 1
1.1 VISION AND PERCEPTION 3
1.2 REPRESENTING AND CATEGORISING EMOTIONAL FACIAL EXPRESSIONS . G
1.3 RECOGNISING STATIC AND DYNAMIC FACIAL EXPRESSIONS 8
1.4 BEYOND EMOTIONAL FACIAL EXPRESSIONS 11
1.5 AIM AND STRUCTURE OF THE THESIS 13
1.5.1 SUMMARY CHAPTER 2: THE MPI FACIAL EXPRESSION DATABASE:
A VALIDATED DATABASE OF EMOTIONAL AND CONVERSATIONAL
FACIAL EXPRESSIONS 14
1.5.2 SUMMARY OF CHAPTER 3: BEYOND EMOTIONS: VALENCE
AND AROUSAL DRIVE THE EVALUATION OF A LARGE RANGE OF
EMOTIONAL AND CONVERSATIONAL FACIAL EXPRESSIONS . . 1G
1.5.3 SUMMARY OF CHAPTER 4: PERCEPTUAL AND CONCEPTUAL
REPRESENTA TIONS OF FACIAL EXPRESSIONS: MAKING THE CON
NECTION 1G
L.C CONCLUSION 17
1.7 FUTURE WORK 19
XI
HTTP://D-NB.INFO/1069501891
TABLE OF CONTENTS
2 THE MPI FACIAL EXPRESSION DATABASE: A VALIDATED DATABASE
OF EMOTIONAL AND CONVERSATIONAL FACIAL EXPRESSIONS 21
2.1 ABSTRACT 23
2.2 INTRODUCTION 24
2.3 ETHICS STATEMENT 33
2.4 DEVELOPMENT OF THE FACIAL EXPRESSION DATABASE 33
2.4.1 DETERMINATION OF FACIAL EXPRESSIONS TO LIE RECORDED . . 33
2.4.2 EXPRESSION MODELS 40
2.4.3 MATERIALS 41
2.4.4 VIDEO RECORDINGS 43
2.4.5 FACE SCAN 45
2.4.C AUDIO RECORDINGS 45
2.5 VALIDATION OF THE NEW FACIAL EXPRESSION DATABASE 4G
2.5.1 PARTICIPANTS 4(I
2.5.2 EXPERIMENTAL DESIGN 47
2.5.3 MATERIALS 47
2.5.4 TASK AND PROCEDURE 48
2.5.5 ANALYSIS AND RESULTS FOR THE CONTEXT CONDITION . 50
2.5.5.1 FREE NAMING ANALYSIS 50
2.5.5.2 CONFIDENCE RATINGS 52
2.5.G ANALYSIS AND RESULTS FOR THE VISUAL CONDITION 55
2.5.G.1 FREE NAMING ANALYSIS 55
2.5.G.2 CONFIDENCE RATINGS GO
2.5.G.3 NATURALNESS G1
2.5.7 BRIEF COMPARISON BETWEEN CONDITIONS G3
2.6 DISCUSSION 05
2.G.1 CONCLUSION G8
2.G.2 OBTAINING THE DATABASE 71
2.7 ACKNOWLEDGMENTS 71
2.8 SUPPLEMENTARY MATERIAL 72
XII
TABLE OF CONTENTS
3 BEYOND EMOTIONS: VALENCE AND AROUSAL DRIVE THE EVAL
UATION OF A LARGE RANGE OF EMOTIONAL AND CONVERSATIONAL
FACIAL EXPRESSIONS 81
3.1 ABSTRACT 83
3.2 INTRODUCTION 83
3.3 METHOD 8G
3.3.1 PARTICIPANTS 80
3.3.2 MATERIALS 8G
3.3.3 EXPERIMENTAL DESIGN 87
3.3.4 TASK 87
3.3.5 PROCEDURE 87
3.4 RESULTS 88
3.4.1 DATA ANALYSIS 88
3.4.2 VALENCE AND AROUSAL INTERPRETATION 92
3.5 DISCUSSION 94
3.G ACKNOWLEDGEMENTS 97
3.7 SUPPLEMENTARY MATERIAL 98
3.7.1 SIMILARITY MATRICES OF THE FACIAL EXPRESSIONS 98
3.7.2 GOODNESS OF FIT OF MULTIDIMENSIONAL SCALING ANALYSIS . 101
3.7.3 VALENCE AND AROUSAL VALUES FOR EACH EXPRESSION TYPE . 104
XIII
TABLE OF CONTENTS
4 PERCEPTUAL AND CONCEPTUAL REPRESENTATIONS OF FACIAL EX
PRESSIONS: MAKING THE CONNECTION 107
4.1 ABSTRACT 109
4.2 INTRODUCTION 110
4.3 EXPERIMENT 1 AND 2: COMMON ASPECTS 114
4.4 EXPERIMENT 1 117
4.4.1 METHOD 117
4.4.1.1 PARTICIPANTS 117
4.4.1.2 MATERIALS 117
4.4.1.3 EXPERIMENTAL DESIGN 118
4.4.1.4 PROCEDURE 119
4.4.2 RESULTS 119
4.4.2.1 ORDER EFFECTS 119
4.4.2.2 PERCEPTUAL REPRESENTATION MATRIX 120
4.4.2.3 RATING CONSISTENCY ACROSS PARTICIPANTS. . . 120
4.4.2.4 RATING CONSISTENCY WITHIN PARTICIPANTS. . . 121
4.5 EXPERIMENT 2 122
4.5.1 METHOD 122
4.5.1.1 PARTICIPANTS 122
4.5.1.2 MATERIALS 122
4.5.1.3 EXPERIMENTAL DESIGN 124
4.5.1.4 PROCEDURE 124
4.5.2 RESULTS 125
4.5.2.1 CONCEPTUAL REPRESENTATION MATRIX 125
4.5.2.2 RATING CONSISTENCY ACROSS PARTICIPANTS . . . 125
4.C EXPERIMENT 1 AND 2 COMBINED 12G
4.G.1 PURE EMOTIONAL EXPRESSION PAIRS 128
4.C.2 PURE CONVERSATIONAL EXPRESSION PAIRS 131
4.6.3 MIXED FACIAL EXPRESSION PAIRS 134
XIV
TABLE OF CONTENTS
4.7 A COMMON CONCEPTUAL SPACE? 137
4.7.1 PCA RESULTS 138
4.7.1.1 STATIC EMOTIONAL EXPRESSIONS 139
4.7.1.2 DYNAMIC EMOTIONAL EXPRESSIONS 142
4.7.1.3 STATIC CONVERSATIONAL EXPRESSIONS 145
4.7.1.4 DYNAMIC CONVERSATIONAL EXPRESSIONS 148
4.7.2 CANONICAL CORRELATION ANALYSIS 151
4.8 DISCUSSION 153
4.9 ACKNOWLEDGEMENTS 159
4.10 SUPPLEMENTARY MATERIAL 1G0
4.10.1 MODEL VALIDATION 1G0
4.10.1.1 STANDARDIZED RESIDUALS 160
4.10.1.2 COOK'S DISTANCE AND LEVERAGE VALUES 1G2
4.10.1.3 ASSUMPTION OF NORMALLY DISTRIBUTED ERRORS . 163
4.10.1.4 ASSUMPTION OF INDEPENDENT ERRORS 164
4.10.1.5 ASSUMPTION OF NO-MULTICOLLINEARITY 164
4.10.1.0 ADJUSTED /?.
2
167
4.10.1.7 BOOTSTRAPPING 168
4.10.2 PRETEST AND COMPONENT EXTRACTION FOR PCA 170
BIBLIOGRAPHY
173
XV |
| any_adam_object | 1 |
| author | Kaulard, Kathrin |
| author_GND | (DE-588)1071673203 |
| author_facet | Kaulard, Kathrin |
| author_role | aut |
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| dewey-full | 152.384 570 |
| dewey-hundreds | 100 - Philosophy & psychology 500 - Natural sciences and mathematics |
| dewey-ones | 152 - Perception, movement, emotions & drives 570 - Biology |
| dewey-raw | 152.384 570 |
| dewey-search | 152.384 570 |
| dewey-sort | 3152.384 |
| dewey-tens | 150 - Psychology 570 - Biology |
| discipline | Biologie Psychologie |
| format | Thesis Book |
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| spelling | Kaulard, Kathrin Verfasser (DE-588)1071673203 aut Visual perception of emotional and conversational facial expressions vorgelegt von Kathrin Kaulard Berlin Logos Verl. 2015 XX, 198 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier MPI Series in biological cybernetics 41 Tübingen, Univ., Diss., 2014 Visuelle Wahrnehmung (DE-588)4078921-4 gnd rswk-swf Mimik (DE-588)4039395-1 gnd rswk-swf Gefühlsausdruck (DE-588)4156267-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Gefühlsausdruck (DE-588)4156267-7 s Mimik (DE-588)4039395-1 s Visuelle Wahrnehmung (DE-588)4078921-4 s DE-604 MPI Series in biological cybernetics 41 (DE-604)BV014608931 41 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=5203036&prov=M&dok%5Fvar=1&dok%5Fext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028193961&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kaulard, Kathrin Visual perception of emotional and conversational facial expressions MPI Series in biological cybernetics Visuelle Wahrnehmung (DE-588)4078921-4 gnd Mimik (DE-588)4039395-1 gnd Gefühlsausdruck (DE-588)4156267-7 gnd |
| subject_GND | (DE-588)4078921-4 (DE-588)4039395-1 (DE-588)4156267-7 (DE-588)4113937-9 |
| title | Visual perception of emotional and conversational facial expressions |
| title_auth | Visual perception of emotional and conversational facial expressions |
| title_exact_search | Visual perception of emotional and conversational facial expressions |
| title_full | Visual perception of emotional and conversational facial expressions vorgelegt von Kathrin Kaulard |
| title_fullStr | Visual perception of emotional and conversational facial expressions vorgelegt von Kathrin Kaulard |
| title_full_unstemmed | Visual perception of emotional and conversational facial expressions vorgelegt von Kathrin Kaulard |
| title_short | Visual perception of emotional and conversational facial expressions |
| title_sort | visual perception of emotional and conversational facial expressions |
| topic | Visuelle Wahrnehmung (DE-588)4078921-4 gnd Mimik (DE-588)4039395-1 gnd Gefühlsausdruck (DE-588)4156267-7 gnd |
| topic_facet | Visuelle Wahrnehmung Mimik Gefühlsausdruck Hochschulschrift |
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| volume_link | (DE-604)BV014608931 |
| work_keys_str_mv | AT kaulardkathrin visualperceptionofemotionalandconversationalfacialexpressions |