感情の検出と認識 (EDR) 市場：2027年までの世界予測

出版：MarketsandMarkets（マーケッツアンドマーケッツ）　出版年月：2023年 3月

感情の検出と認識 (EDR) 市場：コンポーネント[ソフトウェア (表情認識、発話認識 & 音声認識)、サービス]、応用領域、エンドユーザー、垂直、地域 (北米、ヨーロッパ、APAC、RoW) – 2027年までの世界予測
Emotion Detection and Recognition (EDR) Market by Component (Software (Facial Expression Recognition, Speech & Voice Recognition) and Services), Application Area, End User, Vertical, and Region (North America, Europe, APAC, RoW) – Global Forecast to 2027

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The global emotion detection and recognition market size is projected to grow from USD 23.5 billion in 2022 to USD 42.9 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.8% during the forecast period. The major factors driving the market growth include the global adoption of Al, ML, and deep learning technologies, the increasing need for emotion recognition models by intelligent systems, and the expanding popularity of wearable technology.

By component, the software segment to hold the largest market size
With more competition, image recognition cameras are using more sophisticated hardware and software sensors to recognize product placements more accurately. In the pandemic crisis, picture recognition technology has also been widely adopted in a number of nations. For instance, to identify people and stop the transmission of the virus, Moscow, Russia, and China have implemented image recognition, pattern recognition, and facial recognition technology. As a result, the image recognition market’s software component has expanded. In addition to this, several businesses created cutting-edge picture recognition software during the epidemic or have licensed its use. As an illustration, PUX has obtained a license for its FaceU software to support Driver Monitoring System (DMS) for resilience against masked faces. Thus, it can be concluded that these elements fuel the EDR market during the forecasted period.

By Software, facial expression and recognition segment to register the highest CAGR during the forecast period

Facial recognition is an integral part of the emotion detection and recognition system, as it helps the identification of emotions gathered from facial expressions and generates real-time results. Facial expression recognition helps identify feature vectors, such as surprise, happiness, sadness, anger, and fear. Therefore, this encourages the adoption of emotion detection technology in interviews. For instance, Unilever is deploying this technology to check the confidence level of the candidate and make decisions on whether the individual will be suitable for client-facing roles. Furthermore, in the marketing and advertisement segment, Kellogg’s uses the emotion detection and recognition technology for branding and advertisement. Based on various ads shown to the group, it analyzes the captured expressions and makes decisions on which advertisement to finalize. These factors would drive the adoption of emotion detection and recognition technology solutions in the facial expression and recognition segment and as a result the facial expression and recognition segment registers the highest CAGR during the forecasted period.

By application area, the medical emergency segment to grow at higher CAGR during the forecast period
The realm of medical emergency greatly benefits from emotion detection and recognition systems. Businesses that operate in this sector combine emotion detection and recognition technology by assessing a person’s emotional state of mind, pain, and any medical disorders that may be detected through facial clues, such as autism and depression. As it can identify pain in persons who cannot verbally express it, this technology is a gift to the health sciences. Therefore, the medical emergency segment is anticipated to grow at higher CAGR during the forecast period.

Breakdown of primariesThe study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
• By Company Type: Tier 1 – 40%, Tier 2 – 35%, and Tier 3 – 25%
• By Designation: C-level – 45%, Directors – 35%, and Managers – 25%
• By Region: North America – 35%, Europe – 25%, Asia Pacific – 30%, MEA – 5%, Latin America -5%
Major vendors in the global EDR market include NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), Tobii (Sweden), Affectiva (US), Elliptic Labs (Norway), Intel (US), Cognitec (Germany), NVISO (Switzerland), Noldus (Netherlands), GestureTek (Canada), iMotions (Denmark), Numenta (US), PointGrab (Israel), Ayonix (Japan), Pyreos (UK), Eyeris (US), Beyond Verbal (Israel), Kairos (US), Sentiance (Belgium), Raydiant (US), and Sony Depthsensing Solutions (Belgium).
The study includes an in-depth competitive analysis of the key players in the EDR market, their company profiles, recent developments, and key market strategies.

Research Coverage

The report segments the EDR market and forecasts its size by component (software and services), application area (medical emergency, marketing and advertising, law enforcement, surveillance, and monitoring, entertainment and consumer electronics, and other application areas), vertical (academia and research, media and entertainment, IT and ITeS, healthcare and social assistance, telecom, retail and eCommerce, automotive, BFSI, and other verticals), end user (enterprises, defense and security agency, commercial, industrial, and other end users), and region (North America, Europe, Middle East & Africa, Asia Pacific, and Latin America).

The study also includes an in-depth competitive analysis of the market’s key players, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall EDR market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:
• Analysis of key drivers (Adoption of AI, ML, and deep learning technologies worldwide, Rising need for emotion recognition models by intelligent systems, Growing popularity of wearable devices), restraints (Insufficient database and technical problems to lead to discrepancies and false results, High production cost), opportunities (Increasing demand for IoT technology and applications, Increasing government initiatives to leverage benefits of EDR technology), and challenges (Privacy and data breach issues, Ethical issues in EDR technology) influencing the growth of EDR market.
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the EDR market.
• Market Development: Comprehensive information about lucrative markets – the report analyses of the EDR market across varied regions.
• Market Diversification: Exhaustive information about new products & services , untapped geographies, recent developments, and investments in the EDR market.
• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), and Tobii (Sweden), among others in the EDR market strategies.

目次

1 INTRODUCTION 47

1.1 STUDY OBJECTIVES 47
1.2 MARKET DEFINITION 47
1.2.1 INCLUSIONS AND EXCLUSIONS 47
1.3 MARKET SCOPE 48
1.3.1 MARKET SEGMENTATION 48
1.3.2 REGIONS COVERED 49
1.3.3 YEARS CONSIDERED 49
1.4 CURRENCY CONSIDERED 49
TABLE 1 USD EXCHANGE RATES, 2018–2021 50
1.5 STAKEHOLDERS 50
1.6 SUMMARY OF CHANGES 51

2 RESEARCH METHODOLOGY 52

2.1 RESEARCH DATA 52
FIGURE 1 GLOBAL EMOTION DETECTION AND RECOGNITION MARKET: RESEARCH DESIGN 52
2.1.1 SECONDARY DATA 53
2.1.2 PRIMARY DATA 53
2.1.2.1 Breakdown of primary profiles 53
FIGURE 2 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 53
2.1.2.2 Key industry insights 54
2.2 DATA TRIANGULATION 55
2.3 MARKET SIZE ESTIMATION 56
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOFTWARE/SERVICES OF EMOTION DETECTION AND RECOGNITION MARKET 56
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOFTWARE/SERVICES OF EMOTION DETECTION AND RECOGNITION 56
2.4 MARKET FORECAST 57
TABLE 2 FACTOR ANALYSIS 57
2.5 RECESSION IMPACT AND RESEARCH ASSUMPTIONS 58
2.5.1 RECESSION IMPACT 58
2.5.2 RESEARCH ASSUMPTIONS 58
2.6 LIMITATIONS 59

3 EXECUTIVE SUMMARY 60

TABLE 3 EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH, 2016–2021 (USD MILLION, Y-O-Y%) 61
TABLE 4 EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH, 2022–2027 (USD MILLION, Y-O-Y%) 61
FIGURE 5 GLOBAL EMOTION DETECTION AND RECOGNITION MARKET SIZE AND Y-O-Y GROWTH RATE 61
FIGURE 6 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 62

4 PREMIUM INSIGHTS 63

4.1 BRIEF OVERVIEW OF EMOTION DETECTION AND RECOGNITION MARKET 63
FIGURE 7 GLOBAL ADOPTION OF ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, AND DEEP LEARNING TECHNOLOGIES TO DRIVE SOLUTIONS 63
4.2 EMOTION DETECTION AND RECOGNITION MARKET: SHARE OF TOP THREE VERTICALS AND REGIONS, 2022 64
FIGURE 8 HEALTHCARE AND SOCIAL ASSISTANCE SEGMENT AND NORTH AMERICA TO HOLD LARGEST MARKET SHARES IN 2022 64
4.3 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 64
FIGURE 9 SOFTWARE SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 64
4.4 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 65
FIGURE 10 BIOSENSING SOLUTIONS AND APPS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 65
4.5 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 65
FIGURE 11 DEFENSE AND SECURITY AGENCY SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 65
4.6 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 66
FIGURE 12 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 66
4.7 EMOTION DETECTION AND RECOGNITION MARKET INVESTMENT SCENARIO, BY REGION 66
FIGURE 13 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 66

5 MARKET OVERVIEW AND INDUSTRY TRENDS 67

5.1 INTRODUCTION 67
FIGURE 14 EMOTION DETECTION AND RECOGNITION MARKET: IMPLEMENTATION AND WORK PROCESS 67
5.2 MARKET DYNAMICS 68
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EMOTION DETECTION AND RECOGNITION MARKET 68
5.2.1 DRIVERS 69
5.2.1.1 Adoption of AI, ML, and deep learning technologies worldwide 69
5.2.1.2 Rising need for emotion recognition models by intelligent systems 69
5.2.1.3 Growing popularity of wearable devices 69
5.2.2 RESTRAINTS 70
5.2.2.1 Insufficient database and technical problems to lead to discrepancies and false results 70
5.2.2.2 High production cost 70
5.2.3 OPPORTUNITIES 70
5.2.3.1 Increasing demand for IoT technology and applications 70
5.2.3.2 Increasing government initiatives to leverage benefits of EDR technology 71
5.2.4 CHALLENGES 71
5.2.4.1 Privacy and data breach issues 71
5.2.4.2 Ethical issues in EDR technology 71
5.3 CASE STUDY ANALYSIS 72
5.3.1 CASE STUDY 1: IBM HELPED NVISO CREATE CLOUD SYSTEM THAT ANALYZES FACIAL EXPRESSIONS 72
5.3.2 CASE STUDY 2: FACE RECOGNITION BY COGNITEC DEPLOYED IN VERIDOS EGATES AT BANGLADESH AIRPORT 72
5.3.3 CASE STUDY 3: AFFECTIVA HELPED GIPHY BRING EMOTIONS AND EXPRESSIONS TO DIGITAL COMMUNICATION 73
5.4 VALUE CHAIN ANALYSIS 73
FIGURE 16 VALUE CHAIN ANALYSIS: EMOTION AND DETECTION RECOGNITION MARKET 74
5.5 ECOSYSTEM ANALYSIS 75
FIGURE 17 EMOTION DETECTION AND RECOGNITION MARKET: ECOSYSTEM 75
TABLE 5 EMOTION DETECTION AND RECOGNITION MARKET ECOSYSTEM 75
5.6 PORTER’S FIVE FORCES ANALYSIS 76
FIGURE 18 PORTER’S FIVE FORCES ANALYSIS 76
TABLE 6 PORTER’S FIVE FORCES ANALYSIS 76
5.6.1 THREAT OF NEW ENTRANTS 77
5.6.2 THREAT OF SUBSTITUTES 77
5.6.3 BARGAINING POWER OF SUPPLIERS 77
5.6.4 BARGAINING POWER OF BUYERS 78
5.6.5 INTENSITY OF COMPETITIVE RIVALRY 78
5.7 PRICING ANALYSIS 78
5.7.1 AVERAGE SELLING PRICE, BY KEY PLAYER AND APPLICATION 80
TABLE 7 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP APPLICATIONS (USD) 80
5.7.2 AVERAGE SELLING PRICE, BY SME PLAYER AND APPLICATION 81
TABLE 8 AVERAGE SELLING PRICES OF SMES FOR TOP THREE APPLICATIONS (USD) 81
5.8 TECHNOLOGY ANALYSIS 81
FIGURE 19 EMOTION DETECTION AND RECOGNITION MARKET: TECHNOLOGY ANALYSIS 82
5.8.1 EMOTION DETECTION AND RECOGNITION, ARTIFICIAL INTELLIGENCE, AND MACHINE LEARNING 83
5.8.2 EMOTION DETECTION AND RECOGNITION AND DEEP LEARNING TECHNOLOGY 83
5.8.3 ENHANCED USAGE OF EMOTION DETECTION AND RECOGNITION TECHNOLOGY IN AUTOMOBILES 84
5.8.4 EMOTION DETECTION AND RECOGNITION TECHNOLOGY IN HEALTHCARE 84
5.8.5 EMOTION RECOGNITION TECHNOLOGY FOR TRAINING SCENARIOS, SIMULATIONS, AND VIDEO GAMES 84
5.9 PATENT ANALYSIS 85
TABLE 9 EMOTION DETECTION AND RECOGNITION MARKET: PATENTS 85
FIGURE 20 PATENT ANALYSIS: EMOTION DETECTION AND RECOGNITION MARKET 86
5.10 TRENDS AND DISRUPTIONS IMPACTING BUYERS 86
FIGURE 21 TRENDS AND DISRUPTIONS IMPACTING BUYERS 86
5.11 TARIFF AND REGULATORY LANDSCAPE 87
5.11.1 INTRODUCTION 87
5.11.2 INFORMATION TECHNOLOGY (IT) ACT, 2000 87
5.11.3 GENERAL DATA PROTECTION REGULATION COMPLIANCE 87
5.11.4 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 87
5.11.5 EUROPEAN NETWORK AND INFORMATION SECURITY AGENCY 87
TABLE 10 LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 88
5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 89
5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 89
FIGURE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%) 89
TABLE 11 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%) 89
5.13 KEY CONFERENCES AND EVENTS, 2023 89
TABLE 12 DETAILED LIST OF CONFERENCES AND EVENTS, 2023 89

6 EMOTION DETECTION AND RECOGNITION MARKET, BY TECHNOLOGY 91

6.1 INTRODUCTION 91
6.2 FEATURE EXTRACTION AND 3D MODELING 92
6.2.1 FEATURE EXTRACTION AND 3D MODELING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 92
6.3 BIOSENSORS TECHNOLOGY 92
6.3.1 BIOSENSORS TECHNOLOGY: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 93
6.4 NATURAL LANGUAGE PROCESSING 93
6.4.1 NATURAL LANGUAGE PROCESSING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 93
6.5 MACHINE LEARNING 94
6.5.1 MACHINE LEARNING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 94
6.6 OTHER TECHNOLOGIES 94

7 EMOTION DETECTION AND RECOGNITION MARKET, BY HARDWARE 95

7.1 INTRODUCTION 95
7.2 SENSORS 95
7.2.1 SENSORS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 95
7.3 CAMERAS 96
7.3.1 CAMERAS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 96
7.4 STORAGE DEVICES AND PROCESSORS 97
7.4.1 STORAGE DEVICES AND PROCESSORS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 97
7.5 OTHER HARDWARE DEVICES 97

8 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT 98

8.1 INTRODUCTION 99
FIGURE 23 SERVICES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 99
TABLE 13 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 99
TABLE 14 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 99
8.2 SOFTWARE 100
8.2.1 ADVANCED EMOTION MEASUREMENT SOFTWARE TOOLS TO BOOST MARKET 100
8.2.2 SOFTWARE: EMOTION RECOGNITION AND RECOGNITION MARKET DRIVERS 100
TABLE 15 SOFTWARE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 100
TABLE 16 SOFTWARE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 101
8.3 SERVICES 101
8.3.1 SIGNIFICANT GROWTH IN FACIAL RECOGNITION MONITORING TO GENERATE DEMAND FOR SECURITY SERVICES 101
8.3.2 SERVICES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 101
TABLE 17 SERVICES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 102
TABLE 18 SERVICES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 102
8.3.3 PROFESSIONAL SERVICES 102
8.3.4 MANAGED SERVICES 102

9 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE 103

9.1 INTRODUCTION 104
FIGURE 24 FACIAL EXPRESSION RECOGNITION SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 104
TABLE 19 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 104
TABLE 20 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 105
9.2 FACIAL EXPRESSION RECOGNITION 105
9.2.1 RISING CONCERNS ABOUT ETHICAL PRIVACY REGARDING FACIAL RECOGNITION SOFTWARE TO BOOST MARKET 105
9.2.2 FACIAL EXPRESSION RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 105
TABLE 21 FACIAL EXPRESSION RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 106
TABLE 22 FACIAL EXPRESSION RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 106
9.3 BIOSENSING SOLUTIONS AND APPS 106
9.3.1 RISING ACCURACY ACROSS BIOMEDICINE AND LIFE SCIENCES SECTOR TO BOOST SALES 106
9.3.2 BIOSENSING SOLUTIONS AND APPS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 107
TABLE 23 BIOSENSING SOLUTIONS AND APPS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 107
TABLE 24 BIOSENSING SOLUTIONS AND APPS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 107
9.4 SPEECH AND VOICE RECOGNITION 108
9.4.1 INTEGRATION OF ADVANCED TECHNOLOGIES TO PROPEL GROWTH OF SPEECH AND VOICE RECOGNITION TECHNOLOGIES 108
9.4.2 SPEECH AND VOICE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 108
TABLE 25 SPEECH AND VOICE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 109
TABLE 26 SPEECH AND VOICE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 109
9.5 GESTURE AND POSTURE RECOGNITION 109
9.5.1 EFFECTIVE USAGE ACROSS AUTOMOTIVE SECTOR TO FUEL DEMAND 109
9.5.2 GESTURE AND POSTURE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 110
TABLE 27 GESTURE AND POSTURE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 110
TABLE 28 GESTURE AND POSTURE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 110

10 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA 111

10.1 INTRODUCTION 112
FIGURE 25 MEDICAL EMERGENCY SEGMENT TO RECORD HIGHEST GROWTH RATE DURING FORECAST PERIOD 112
TABLE 29 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 112
TABLE 30 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 113
10.2 MEDICAL EMERGENCY 113
10.2.1 NEED TO SECURE CRITICAL PATIENT DATA TO BOOST SEGMENT GROWTH 113
10.2.2 MEDICAL EMERGENCY: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 113
TABLE 31 MEDICAL EMERGENCY: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 114
TABLE 32 MEDICAL EMERGENCY: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 114
10.3 MARKETING AND ADVERTISING 114
10.3.1 DEMAND FOR EMOTION ANALYTICS MEASUREMENT ACROSS TARGET MARKETING AND ADVERTISING TO DRIVE MARKET 114
10.3.2 MARKETING AND ADVERTISING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 115
TABLE 33 MARKETING AND ADVERTISING: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 115
TABLE 34 MARKETING AND ADVERTISING: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 115
10.4 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING 116
10.4.1 LIVENESS DETECTION AND SUSPECT TRACKING HELPING MASS SURVEILLANCE TO PROPEL MARKET 116
10.4.2 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 116
TABLE 35 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 116
TABLE 36 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 117
10.5 ENTERTAINMENT AND CONSUMER ELECTRONICS 117
10.5.1 COGNITIVE SERVICES ACROSS ENTERTAINMENT INDUSTRY TO PROPEL GROWTH 117
10.5.2 ENTERTAINMENT AND CONSUMER ELECTRONICS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 118
TABLE 37 ENTERTAINMENT AND CONSUMER ELECTRONICS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 118
TABLE 38 ENTERTAINMENT AND CONSUMER ELECTRONICS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 118
10.6 OTHER APPLICATION AREAS 119
TABLE 39 OTHER APPLICATION AREAS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 119
TABLE 40 OTHER APPLICATION AREAS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 119

11 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER 120

11.1 INTRODUCTION 121
FIGURE 26 COMMERCIAL SEGMENT TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 121
TABLE 41 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 121
TABLE 42 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 122
11.2 ENTERPRISES 122
11.2.1 EFFECTIVE DEMOGRAPHIC ANALYSIS ACROSS ENTERPRISES TO DRIVE MARKET 122
11.2.2 ENTERPRISES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 122
TABLE 43 ENTERPRISES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 123
TABLE 44 ENTERPRISES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 123
11.3 DEFENSE AND SECURITY AGENCIES 123
11.3.1 SENSITIVE INFORMATION AND ACCURATE AUTHENTICATION ACROSS DEFENSE AGENCIES TO PROPEL MARKET 123
11.3.2 DEFENSE AND SECURITY AGENCIES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 124
TABLE 45 DEFENSE AND SECURITY AGENCIES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 124
TABLE 46 DEFENSE AND SECURITY AGENCIES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 124
11.4 COMMERCIAL 125
11.4.1 MOOD DETECTION FOR CONSUMERS ACROSS COMMERCIAL END-USE SECTOR TO DRIVE MARKET 125
11.4.2 COMMERCIAL: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 125
TABLE 47 COMMERCIAL: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 125
TABLE 48 COMMERCIAL: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 126
11.5 INDUSTRIAL 126
11.5.1 ENHANCED QUALITY CONTROL AND PATTERN RECOGNITION ACROSS HEAVY INDUSTRIES TO BOOST MARKET 126
11.5.2 INDUSTRIAL: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 126
TABLE 49 INDUSTRIAL: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 127
TABLE 50 INDUSTRIAL: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 127
11.6 OTHER END USERS 128
TABLE 51 OTHER END USERS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 128
TABLE 52 OTHER END USERS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 128

12 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL 129

12.1 INTRODUCTION 130
FIGURE 27 MEDIA AND ENTERTAINMENT SEGMENT TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 130
TABLE 53 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 131
TABLE 54 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 131
12.2 ACADEMIA AND RESEARCH 132
12.2.1 STUDENT MONITORING, ENHANCED RESEARCH TECHNIQUES, AND AGE DETECTION TO DRIVE DEMAND FOR SOLUTIONS 132
12.2.2 ACADEMIA AND RESEARCH: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 132
TABLE 55 ACADEMIA AND RESEARCH: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 132
TABLE 56 ACADEMIA AND RESEARCH: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 133
12.3 MEDIA AND ENTERTAINMENT 133
12.3.1 INTEGRATION ACROSS VIDEO, AUDIO, AND IMAGERY FIELD TO GAIN TRACTION 133
12.3.2 MEDIA AND ENTERTAINMENT: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 133
TABLE 57 MEDIA AND ENTERTAINMENT: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 134
TABLE 58 MEDIA AND ENTERTAINMENT: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 134
12.4 IT AND ITES 134
12.4.1 DIGITAL TRANSFORMATION ACROSS ITES COMPANIES THROUGH DEEP INTEGRATION TO DRIVE MARKET 134
12.4.2 IT AND ITES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 135
TABLE 59 IT AND ITES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 135
TABLE 60 IT AND ITES: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 135
12.5 HEALTHCARE AND SOCIAL ASSISTANCE 136
12.5.1 ADVANCED BIOSENSING TOOLS TO REVOLUTIONIZE MEDICAL FIELD 136
12.5.2 HEALTHCARE AND SOCIAL ASSISTANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 136
TABLE 61 HEALTHCARE AND SOCIAL ASSISTANCE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 137
TABLE 62 HEALTHCARE AND SOCIAL ASSISTANCE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 137
12.6 TELECOMMUNICATIONS 137
12.6.1 TRACTION ACROSS CUSTOMER CHURN REDUCTION AND DIGITAL ONBOARDING TO DRIVE DEMAND FOR SOLUTIONS 137
12.6.2 TELECOMMUNICATIONS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 138
TABLE 63 TELECOMMUNICATIONS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 138
TABLE 64 TELECOMMUNICATIONS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 138
12.7 RETAIL AND ECOMMERCE 139
12.7.1 USE OF COGNITIVE SCIENCE TO ATTRACT CUSTOMERS TO DRIVE MARKET 139
12.7.2 RETAIL AND ECOMMERCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 139
TABLE 65 RETAIL AND ECOMMERCE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 140
TABLE 66 RETAIL AND ECOMMERCE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 140
12.8 AUTOMOTIVE 140
12.8.1 SPECIALLY DESIGNED APIS AND SDKS FOR AUTOMOTIVE INDUSTRY TO GAIN TRACTION 140
12.8.2 AUTOMOTIVE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 141
TABLE 67 AUTOMOTIVE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 141
TABLE 68 AUTOMOTIVE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 142
12.9 BANKING, FINANCIAL SERVICES, AND INSURANCE 142
12.9.1 VARIED USE CASES ACROSS BANKING AND FINANCIAL SERVICES TO PROPEL GROWTH FOR EMOTION MEASUREMENT 142
12.9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 142
TABLE 69 BANKING, FINANCIAL SERVICES, AND INSURANCE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 143
TABLE 70 BANKING, FINANCIAL SERVICES, AND INSURANCE: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 143
12.10 OTHER VERTICALS 143
TABLE 71 OTHER VERTICALS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 144
TABLE 72 OTHER VERTICALS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 144

13 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION 145

13.1 INTRODUCTION 146
FIGURE 28 ASIA PACIFIC TO GROW AT HIGHEST CAGR BY 2027 146
TABLE 73 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 147
TABLE 74 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 147
13.2 NORTH AMERICA 147
13.2.1 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 148
13.2.2 NORTH AMERICA: RECESSION IMPACT 148
13.2.3 NORTH AMERICA: REGULATORY LANDSCAPE 149
FIGURE 29 NORTH AMERICA: MARKET SNAPSHOT 150
TABLE 75 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 151
TABLE 76 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 151
TABLE 77 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 151
TABLE 78 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 152
TABLE 79 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 152
TABLE 80 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 152
TABLE 81 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 153
TABLE 82 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 153
TABLE 83 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 153
TABLE 84 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 154
TABLE 85 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 154
TABLE 86 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 154
13.2.4 US 155
13.2.4.1 Presence of major solution vendors and heavy usage of EDR solutions in government sectors to drive market 155
TABLE 87 US: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 155
TABLE 88 US: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 155
TABLE 89 US: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 156
TABLE 90 US: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 156
TABLE 91 US: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 156
TABLE 92 US: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 157
TABLE 93 US: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 157
TABLE 94 US: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 157
TABLE 95 US: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 158
TABLE 96 US: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 158
13.2.5 CANADA 159
13.2.5.1 Technological advancement and several initiatives to encourage growth of EDR technology 159
TABLE 97 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 159
TABLE 98 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159
TABLE 99 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 160
TABLE 100 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 160
TABLE 101 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 160
TABLE 102 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 161
TABLE 103 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 161
TABLE 104 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 161
TABLE 105 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 162
TABLE 106 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 162
13.3 EUROPE 163
13.3.1 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 163
13.3.2 EUROPE: RECESSION IMPACT 163
13.3.3 EUROPE: REGULATORY LANDSCAPE 164
TABLE 107 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 164
TABLE 108 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 165
TABLE 109 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 165
TABLE 110 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 165
TABLE 111 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 166
TABLE 112 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 166
TABLE 113 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 166
TABLE 114 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 167
TABLE 115 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 167
TABLE 116 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 168
TABLE 117 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 168
TABLE 118 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 168
13.3.4 UK 169
13.3.4.1 Increasing adoption of EDR solutions by various sectors to boost market 169
TABLE 119 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 169
TABLE 120 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 169
TABLE 121 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 170
TABLE 122 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 170
TABLE 123 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 170
TABLE 124 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 171
TABLE 125 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 171
TABLE 126 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 171
TABLE 127 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 172
TABLE 128 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 172
13.3.5 GERMANY 173
13.3.5.1 Robust economy and increased demand for EDR solutions to boost market 173
TABLE 129 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 173
TABLE 130 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 173
TABLE 131 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 174
TABLE 132 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 174
TABLE 133 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 174
TABLE 134 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 175
TABLE 135 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 175
TABLE 136 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 175
TABLE 137 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 176
TABLE 138 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 176
13.3.6 NETHERLANDS 177
13.3.6.1 High demand for EDR solutions by security authorities to propel market growth 177
TABLE 139 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 177
TABLE 140 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 177
TABLE 141 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 177
TABLE 142 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 178
TABLE 143 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 178
TABLE 144 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 178
TABLE 145 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 179
TABLE 146 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 179
TABLE 147 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 179
TABLE 148 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 180
13.3.7 REST OF EUROPE 180
TABLE 149 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 180
TABLE 150 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 181
TABLE 151 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 181
TABLE 152 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 181
TABLE 153 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 182
TABLE 154 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 182
TABLE 155 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 182
TABLE 156 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 183
TABLE 157 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 183
TABLE 158 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 184

13.4 ASIA PACIFIC 184
13.4.1 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 185
13.4.2 ASIA PACIFIC: RECESSION IMPACT 185
13.4.3 ASIA PACIFIC: REGULATORY LANDSCAPE 185
FIGURE 30 ASIA PACIFIC: MARKET SNAPSHOT 186
TABLE 159 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 187
TABLE 160 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 187
TABLE 161 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 187
TABLE 162 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 188
TABLE 163 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 188
TABLE 164 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 188
TABLE 165 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 189
TABLE 166 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 189
TABLE 167 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 189
TABLE 168 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 190
TABLE 169 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 190
TABLE 170 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 190
13.4.4 CHINA 191
13.4.4.1 Being early technology adopter and offering innovative EDR solutions to drive market 191
TABLE 171 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 191
TABLE 172 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 191
TABLE 173 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 192
TABLE 174 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 192
TABLE 175 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 192
TABLE 176 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 193
TABLE 177 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 193
TABLE 178 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 193
TABLE 179 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 194
TABLE 180 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 194
13.4.5 JAPAN 195
13.4.5.1 Advanced economy with increased investments in deployment and development of EDR solutions to boost market 195
TABLE 181 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 195
TABLE 182 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 195
TABLE 183 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 196
TABLE 184 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 196
TABLE 185 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 196
TABLE 186 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 197
TABLE 187 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 197
TABLE 188 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 197
TABLE 189 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 198
TABLE 190 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 198
13.4.6 AUSTRALIA 199
13.4.6.1 Being fastest developing country and early adopter of advanced technologies to drive market 199
TABLE 191 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 199
TABLE 192 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 199
TABLE 193 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 200
TABLE 194 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 200
TABLE 195 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 200
TABLE 196 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 201
TABLE 197 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 201
TABLE 198 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 201
TABLE 199 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 202
TABLE 200 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 202
13.4.7 REST OF ASIA PACIFIC 203
TABLE 201 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 203
TABLE 202 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 204
TABLE 203 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 204
TABLE 204 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 204
TABLE 205 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 205
TABLE 206 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 205
TABLE 207 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 205
TABLE 208 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 206
TABLE 209 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 206
TABLE 210 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 207
13.5 MIDDLE EAST & AFRICA 207
13.5.1 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 208
13.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 208
13.5.3 MIDDLE EAST & AFRICA: REGULATORY LANDSCAPE 208
TABLE 211 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 209
TABLE 212 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 209
TABLE 213 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 209
TABLE 214 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 210
TABLE 215 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 210
TABLE 216 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 210
TABLE 217 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 211
TABLE 218 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 211
TABLE 219 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 211
TABLE 220 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 212
TABLE 221 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 212
13.5.4 MIDDLE EAST 212
13.5.4.1 Growing adoption of EDR solutions by public and private organizations to drive market 212
TABLE 222 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 213
TABLE 223 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 213
TABLE 224 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 213
TABLE 225 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 214
TABLE 226 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 214
TABLE 227 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 214
TABLE 228 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 215
TABLE 229 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 215
TABLE 230 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 215
TABLE 231 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 216
13.5.5 AFRICA 216
13.5.5.1 Adoption of EDR technology to tackle rising cases of cybercrimes to propel market growth 216
TABLE 232 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 216
TABLE 233 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 217
TABLE 234 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 217
TABLE 235 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 217
TABLE 236 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 218
TABLE 237 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 218
TABLE 238 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 218
TABLE 239 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 219
TABLE 240 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 219
TABLE 241 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 220
13.6 LATIN AMERICA 220
13.6.1 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 220
13.6.2 LATIN AMERICA: RECESSION IMPACT 221
13.6.3 LATIN AMERICA: REGULATORY LANDSCAPE 221
TABLE 242 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 221
TABLE 243 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 222
TABLE 244 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 222
TABLE 245 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 222
TABLE 246 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 223
TABLE 247 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 223
TABLE 248 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 223
TABLE 249 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 224
TABLE 250 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 224
TABLE 251 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 225
TABLE 252 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2016–2021 (USD MILLION) 225
TABLE 253 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 225
13.6.4 BRAZIL 226
13.6.4.1 Rising popularity and awareness for EDR solutions to drive market 226
TABLE 254 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 226
TABLE 255 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 226
TABLE 256 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 227
TABLE 257 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 227
TABLE 258 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 227
TABLE 259 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 228
TABLE 260 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 228
TABLE 261 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 228
TABLE 262 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 229
TABLE 263 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 229
13.6.5 MEXICO 230
13.6.5.1 Rise in digitization and increased internet penetration to boost market 230
TABLE 264 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 230
TABLE 265 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 230
TABLE 266 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 231
TABLE 267 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 231
TABLE 268 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 231
TABLE 269 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 232
TABLE 270 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 232
TABLE 271 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 232
TABLE 272 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 233
TABLE 273 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 233
13.6.6 REST OF LATIN AMERICA 234
TABLE 274 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 234
TABLE 275 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 234
TABLE 276 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 235
TABLE 277 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 235
TABLE 278 REST OF LATIN AMERICA: EDR MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 235
TABLE 279 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 236
TABLE 280 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 236
TABLE 281 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 236
TABLE 282 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 237
TABLE 283 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 237

14 COMPETITIVE LANDSCAPE 238

14.1 OVERVIEW 238
14.2 REVENUE SHARE ANALYSIS OF LEADING PLAYERS 238
FIGURE 31 REVENUE SHARE ANALYSIS OF EMOTION DETECTION AND RECOGNITION MARKET, 2022 238
14.3 MARKET SHARE ANALYSIS OF TOP MARKET PLAYERS 239
TABLE 284 EMOTION DETECTION AND RECOGNITION MARKET: DEGREE OF COMPETITION 239
14.4 HISTORICAL REVENUE ANALYSIS 239
FIGURE 32 SEGMENTAL REVENUE ANALYSIS OF TOP FIVE MARKET PLAYERS 240
14.5 RANKING OF KEY PLAYERS 240
FIGURE 33 RANKING OF TOP FIVE EMOTION DETECTION AND RECOGNITION PLAYERS 240
14.6 EVALUATION MATRIX FOR KEY PLAYERS 240
14.6.1 DEFINITIONS AND METHODOLOGY 240
FIGURE 34 EVALUATION QUADRANT FOR KEY PLAYERS: CRITERIA WEIGHTAGE 241
FIGURE 35 EVALUATION MATRIX FOR KEY PLAYERS, 2022 242
14.6.2 STARS 242
14.6.3 EMERGING LEADERS 242
14.6.4 PERVASIVE PLAYERS 243
14.6.5 PARTICIPANTS 243
14.7 COMPETITIVE BENCHMARKING 243
14.7.1 EVALUATION CRITERIA FOR KEY COMPANIES 243
TABLE 285 KEY COMPANY SOFTWARE FOOTPRINT 243
TABLE 286 KEY COMPANY VERTICAL FOOTPRINT 244
TABLE 287 KEY COMPANY REGION FOOTPRINT 244
TABLE 288 KEY COMPANY OVERALL FOOTPRINT 245
14.7.2 EVALUATION CRITERIA FOR STARTUPS/SMES 245
TABLE 289 DETAILED LIST OF STARTUPS/SMES 245
14.8 EVALUATION MATRIX FOR STARTUPS/SMES 246
14.8.1 DEFINITIONS AND METHODOLOGY 246
FIGURE 36 EVALUATION QUADRANT FOR STARTUPS/SMES: CRITERIA WEIGHTAGE 246
FIGURE 37 EVALUATION MATRIX FOR STARTUPS/SMES, 2022 247
14.8.2 PROGRESSIVE COMPANIES 247
14.8.3 RESPONSIVE COMPANIES 247
14.8.4 DYNAMIC COMPANIES 248
14.8.5 STARTING BLOCKS 248
14.9 COMPETITIVE SCENARIO AND TRENDS 248
14.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 248
TABLE 290 EMOTION DETECTION AND RECOGNITION MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, 2020–2023 248
14.9.2 DEALS 251
TABLE 291 EMOTION DETECTION AND RECOGNITION MARKET: DEALS, 2020–2023 252

15 COMPANY PROFILES 260

15.1 KEY PLAYERS 260
(Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Right to win, Strategic choices, and Weaknesses and competitive threats)*
15.1.1 NEC 260
TABLE 292 NEC: BUSINESS OVERVIEW 260
FIGURE 38 NEC: COMPANY SNAPSHOT 261
TABLE 293 NEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 261
TABLE 294 NEC: PRODUCT LAUNCHES 262
TABLE 295 NEC: DEALS 263
15.1.2 IBM 266
TABLE 296 IBM: BUSINESS OVERVIEW 266
FIGURE 39 IBM: COMPANY SNAPSHOT 267
TABLE 297 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 267
TABLE 298 IBM: PRODUCT LAUNCHES 269
TABLE 299 IBM: DEALS 269
15.1.3 MICROSOFT 271
TABLE 300 MICROSOFT: BUSINESS OVERVIEW 271
FIGURE 40 MICROSOFT: COMPANY SNAPSHOT 272
TABLE 301 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 272
TABLE 302 MICROSOFT: PRODUCT LAUNCHES 275
TABLE 303 MICROSOFT: DEALS 275
15.1.4 APPLE 277
TABLE 304 APPLE: BUSINESS OVERVIEW 277
FIGURE 41 APPLE: COMPANY SNAPSHOT 278
TABLE 305 APPLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 278
TABLE 306 APPLE: PRODUCT LAUNCHES 279
TABLE 307 APPLE: DEALS 280
15.1.5 GOOGLE 281
TABLE 308 GOOGLE: BUSINESS OVERVIEW 281
FIGURE 42 GOOGLE: COMPANY SNAPSHOT 282
TABLE 309 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 282
TABLE 310 GOOGLE: DEALS 285
15.1.6 TOBII 286
TABLE 311 TOBII: BUSINESS OVERVIEW 286
FIGURE 43 TOBII: COMPANY SNAPSHOT 287
TABLE 312 TOBII: PRODUCTS/SOLUTIONS/SERVICES OFFERED 287
TABLE 313 TOBII: PRODUCT LAUNCHES 288
TABLE 314 TOBII: DEALS 288
15.1.7 AFFECTIVA 290
TABLE 315 AFFECTIVA: BUSINESS OVERVIEW 290
TABLE 316 AFFECTIVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 290
TABLE 317 AFFECTIVA: PRODUCT LAUNCHES 291
TABLE 318 AFFECTIVA: DEALS 292
15.1.8 ELLIPTIC LABS 293
TABLE 319 ELLIPTIC LABS: BUSINESS OVERVIEW 293
FIGURE 44 ELLIPTIC LABS: COMPANY SNAPSHOT 293
TABLE 320 ELLIPTIC LABS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 294
TABLE 321 ELLIPTIC LABS: PRODUCT LAUNCHES 294
TABLE 322 ELLIPTIC LABS: DEALS 295
15.1.9 INTEL 296
TABLE 323 INTEL: BUSINESS OVERVIEW 296
FIGURE 45 INTEL: COMPANY SNAPSHOT 297
TABLE 324 INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED 297
TABLE 325 INTEL: PRODUCT LAUNCHES 298
TABLE 326 INTEL: DEALS 298
15.1.10 COGNITEC 299
TABLE 327 COGNITEC: BUSINESS OVERVIEW 299
TABLE 328 COGNITEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 299
TABLE 329 COGNITEC: PRODUCT LAUNCHES 300
TABLE 330 COGNITEC: DEALS 300
15.1.11 NVISO 301
TABLE 331 NVISO: BUSINESS OVERVIEW 301
TABLE 332 NVISO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 301
TABLE 333 NVISO: PRODUCT LAUNCHES 302
TABLE 334 NVISO: DEALS 302
15.1.12 NOLDUS 304
TABLE 335 NOLDUS: BUSINESS OVERVIEW 304
TABLE 336 NOLDUS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 304
TABLE 337 NOLDUS: PRODUCT LAUNCHES 305
TABLE 338 NOLDUS: DEALS 305
15.2 OTHER PLAYERS 306
15.2.1 GESTURETEK 306
15.2.2 IMOTIONS 307
15.2.3 NUMENTA 308
15.2.4 POINTGRAB 309
15.2.5 AYONIX 310
15.2.6 PYREOS 311
15.2.7 EYERIS 312
15.2.8 BEYOND VERBAL 313
15.2.9 KAIROS 314
15.2.10 SENTIANCE 315
15.2.11 RAYDIANT 316
15.2.12 SONY DEPTHSENSING SOLUTIONS 317
*Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Right to win, Strategic choices, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

16 ADJACENT MARKETS 318

16.1 INTRODUCTION TO ADJACENT MARKETS 318
TABLE 339 ADJACENT MARKETS AND FORECASTS 318
16.2 LIMITATIONS 318
16.3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM AND ADJACENT MARKETS 318
16.3.1 EDGE AI SOFTWARE MARKET 319
TABLE 340 EDGE AI SOFTWARE MARKET, BY ORGANIZATION SIZE, 2018–2021 (USD MILLION) 319
TABLE 341 EDGE AI SOFTWARE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 319
TABLE 342 LARGE ENTERPRISES: EDGE AI SOFTWARE MARKET, BY REGION, 2018–2021 (USD MILLION) 319
TABLE 343 LARGE ENTERPRISES: EDGE AI SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 320
TABLE 344 SMES: EDGE AI SOFTWARE MARKET, BY REGION, 2018–2021 (USD MILLION) 320
TABLE 345 SMES: EDGE AI SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 320
16.3.2 SPEECH AND VOICE RECOGNITION MARKET 321
TABLE 346 SPEECH AND VOICE RECOGNITION MARKET, BY DEPLOYMENT MODE, 2018–2021 (USD MILLION) 321
TABLE 347 SPEECH AND VOICE RECOGNITION MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 321
TABLE 348 ON-PREMISES/EMBEDDED: SPEECH AND VOICE RECOGNITION MARKET, BY REGION, 2018–2021 (USD MILLION) 321
TABLE 349 ON-PREMISES/EMBEDDED: SPEECH AND VOICE RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 322
TABLE 350 ON-CLOUD: SPEECH AND VOICE RECOGNITION MARKET, BY REGION, 2018–2021 (USD MILLION) 322
TABLE 351 ON-CLOUD: SPEECH AND VOICE RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 322

17 APPENDIX 323

17.1 DISCUSSION GUIDE 323
17.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 327
17.3 CUSTOMIZATION OPTIONS 329
17.4 RELATED REPORTS 329
17.5 AUTHOR DETAILS 330