1 INTRODUCTION 14
1.1 OBJECTIVES OF THE STUDY 14
1.2 MARKET DEFINITION 14
1.3 MARKET SCOPE 14
1.3.1 MARKETS COVERED 15
1.3.2 YEARS CONSIDERED FOR THE STUDY 15
1.4 CURRENCY 16
1.5 STAKEHOLDERS 16

2 RESEARCH METHODOLOGY 17
2.1 RESEARCH DATA 17
2.1.1 SECONDARY DATA 18
2.1.1.1 Key data from secondary sources 18
2.1.2 PRIMARY DATA 18
2.1.2.1 Key data from primary sources 19
2.1.2.2 Key industry insights 20
2.1.2.3 Breakdown of primaries 20
2.2 MARKET SIZE ESTIMATION 21
2.2.1 BOTTOM-UP APPROACH 21
2.2.2 TOP-DOWN APPROACH 22
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 23
2.4 VENDOR DIVE MATRIX 24
2.4.1 QUADRANT DESCRIPTION 25
2.5 RESEARCH ASSUMPTIONS 26

3 EXECUTIVE SUMMARY 27

4 PREMIUM INSIGHTS 32
4.1 ATTRACTIVE OPPORTUNITIES IN THE EMOTION DETECTION AND RECOGNITION MARKET 32
4.2 EMOTION DETECTION AND RECOGNITION MARKET SNAPSHOT: BY REGION,
2016–2021 33
4.3 LIFECYCLE ANALYSIS, BY REGION 33
4.4 EMOTION DETECTION AND RECOGNITION MARKET: BY APPLICATION AREA AND
BY END USER, 2016 34
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5 MARKET OVERVIEW 35
5.1 INTRODUCTION 36
5.2 MARKET SEGMENTATION 36
5.2.1 BY TECHNOLOGY 36
5.2.2 BY SOFTWARE TOOL 37
5.2.3 BY SERVICE 37
5.2.4 BY APPLICATION AREA 38
5.2.5 BY END USER 39
5.2.6 BY REGION 39
5.3 MARKET DYNAMICS 40
5.3.1 DRIVERS 40
5.3.1.1 Strong need to understand consumer behavior 40
5.3.1.2 Advancements in enabling technologies and robust data repository 41
5.3.1.3 Increasing adoption of wearable technology 41
5.3.1.4 Increasing applications in numerous industry sectors 41
5.3.2 RESTRAINTS 42
5.3.2.1 Misinterpretation in analysis of emotions 42
5.3.3 OPPORTUNITIES 42
5.3.3.1 Adoption of cloud-based technology 42
5.3.3.2 Growing partnerships and compatible market landscape 43
5.3.4 CHALLENGES 43
5.3.4.1 Power consumption of wearable computing devices 43
5.3.4.2 Lack of knowledge and awareness 43
5.3.4.3 Technical challenges 43

6 INDUSTRY TRENDS 44
6.1 INTRODUCTION 44
6.2 VALUE CHAIN ANALYSIS 44
6.3 EMERGING TECHNOLOGY AREAS 45
6.3.1 E-LEARNING AND SMART EDUCATION 45
6.3.2 E-THERAPY 45
6.3.3 MARKETING AND ADVERTISING 46
6.3.4 SURVEILLANCE SYSTEMS 46
6.4 ECOSYSTEM 47

7 EMOTION DETECTION AND RECOGNITION MARKET ANALYSIS,
BY TECHNOLOGY 48
7.1 INTRODUCTION 49
7.2 FEATURE EXTRACTION AND 3D MODELING 51
7.3 BIO-SENSORS TECHNOLOGY 53
7.4 PATTERN RECOGNITION 56
7.5 NATURAL LANGUAGE PROCESSING 57
7.6 MACHINE LEARNING 58
7.7 OTHERS 60

8 EMOTION DETECTION AND RECOGNITION MARKET ANALYSIS,
BY SOFTWARE TOOL 63
8.1 INTRODUCTION 64
8.1.1 FACIAL EXPRESSION RECOGNITION 65
8.2 BIO-SENSING SOFTWARE TOOLS AND APPS 67
8.3 SPEECH AND VOICE RECOGNITION 68

9 EMOTION DETECTION AND RECOGNITION MARKET ANALYSIS, BY SERVICE 71
9.1 INTRODUCTION 72
9.2 STORAGE AND MAINTENANCE 72
9.3 CONSULTING AND INTEGRATION 74

10 EMOTION DETECTION AND RECOGNITION MARKET ANALYSIS,
BY APPLICATION AREA 76
10.1 INTRODUCTION 77
10.2 MARKETING AND ADVERTISING 78
10.3 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING 79
10.4 ENTERTAINMENT AND CONSUMER ELECTRONICS 80
10.5 OTHERS 81

11 EMOTION DETECTION AND RECOGNITION MARKET ANALYSIS, BY END USER 82
11.1 INTRODUCTION 83
11.2 ENTERPRISES 84
11.3 DEFENSE AND SECURITY AGENCY 84
11.4 COMMERCIAL 85
11.5 INDUSTRIAL 86
11.6 OTHERS 87

12 GEOGRAPHIC ANALYSIS 88
12.1 INTRODUCTION 89
12.2 NORTH AMERICA 92
12.3 EUROPE 96
12.4 ASIA-PACIFIC 99
12.5 MIDDLE EAST 103
12.6 REST OF THE WORLD 106
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13 COMPETITIVE LANDSCAPE 109
13.1 OVERVIEW 109
13.2 EMOTION DETECTION AND RECOGNITION: MNM DIVE - VENDOR COMPARISON 109
13.3 MAJOR DEVELOPMENTS 112

14 KEY INNOVATORS 115
(Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
14.1 AFFECTIVA 115
14.2 BEYOND VERBAL 116
14.3 CROWDEMOTION LTD. 117
14.4 EMOTIENT, AN APPLE COMPANY 118
14.5 EYERIS 119
14.6 KAIROS AR, INC. 120
14.7 NOLDUS 121
14.8 NVISO 122
14.9 REALEYES 123
14.10 SENTIANCE 124
14.11 SIGHTCORP 125
14.12 SKYBIOMETRY 126
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

15 APPENDIX 127
15.1 INDUSTRY EXCERPTS 127
15.2 DISCUSSION GUIDE 127
15.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 133
15.4 INTRODUCING RT: REAL TIME MARKET INTELLIGENCE 135
15.5 AVAILABLE CUSTOMIZATIONS 136
15.6 RELATED REPORTS 136
15.7 AUTHOR DETAILS 137