Emotion Detection and Recognition Market by Component (Solutions [Facial Expression Recognition, Speech & Voice Recognition], Services), Technology, Application Area, End User, Vertical, Region - Global Forecast to 2026

世界の感情検出&認識市場予測:コンポーネント別、技術別、用途別、エンドユーザー別、産業別、地域別

◆タイトル:Emotion Detection and Recognition Market by Component (Solutions [Facial Expression Recognition, Speech & Voice Recognition], Services), Technology, Application Area, End User, Vertical, Region - Global Forecast to 2026
◆商品コード:TC4016
◆調査・発行会社:MarketsandMarkets
◆発行日:2021年3月29日
◆ページ数:315
◆レポート形式:PDF / 英語
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【レポートの概要】

マーケッツアンドマーケッツ社は、世界の感情検出・認識市場規模が2020年195億ドルから2026年371億ドルまで、年平均11.3%成長すると予測しています。本調査資料では、感情検出・認識の世界市場について調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要・産業動向、技術別(特徴抽出・3Dモデリング、バイオセンサーテクノロジー、自然言語処理、機械学習、その他)分析、コンポーネント別(ソフトウェア、サービス)分析、ハードウェア別(センサー、カメラ、ストレージデバイス&プロセッサ、その他)分析、ソフトウェア別(表情認識、バイオセンシングソリューション、音声・音声認識、ジェスチャー・姿勢認識)分析、地域別分析、競争状況、企業情報、隣接市場などを掲載しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要・産業動向
・世界の感情検出・認識市場規模:技術別(特徴抽出・3Dモデリング、バイオセンサーテクノロジー、自然言語処理、機械学習、その他)
・世界の感情検出・認識市場規模:コンポーネント別(ソフトウェア、サービス)
・世界の感情検出・認識市場規模:ハードウェア別(センサー、カメラ、ストレージデバイス&プロセッサ、その他)
・世界の感情検出・認識市場規模:ソフトウェア別(表情認識、バイオセンシングソリューション、音声・音声認識、ジェスチャー・姿勢認識)
・世界の感情検出・認識市場規模:地域別
・競争状況
・企業情報
・隣接市場

“In the post COVID-19 scenario, the global emotion detection and recognition market size is projected to grow from USD 19.5 billion in 2020 to USD 37.1 billion by 2026, at a Compound Annual Growth Rate (CAGR) of 11.3% during the forecast period.”
The major factors driving the market growth include the rising need for accretion of speech-based emotion detection systems to analyze emotional states, Adoption of IoT, AI, ML, and deep learning technologies across the globe, growing demand in the Automotive AI industry, growing need for high operational excellence, and rising need for socially intelligent artificial agents.

“By solution, the biosensing software tools and apps segment to hold the largest market size in 2020”
Biosensing software tools and apps collect human gestures through sensors, such as Electrocardiography (ECG), Electroencephalography (EEG), Electromyography (EMG), eye tracking sensors, and wearables. These software tools convert the collected inputs into mathematical form and interpret them for various applications, which is used in online learning systems, law enforcement sectors (applications, such as lie-detection and other threat detection), and healthcare. The use of biosensing software tools and apps to analyze growing inputs from the increasing adoption of biosensors, such as wearables, can act as a game changer for this particular market.

“By end user, the industrial segment to register the highest growth rate during the forecast period”
The industrial end user includes big manufacturing giants and heavy industrial equipment manufacturers, such as automobile, chemical industry, real estate, renting and leasing, textile industry, brewing industry, and the energy industry, which consists of the electricity industry, natural gas industry, and the petroleum industry. These end users deploy emotion detection and recognition software to minimize or restrict fraudulent activities. Emotion detection and recognition software can also be integrated with devices and applications of other automotive industries to have an emotional connect with the users and track the data with emotion sensors to gain a deeper understanding and improve customer experiences.

“Asia Pacific to register the highest growth rate during the forecast period”
Asia Pacific (APAC) has witnessed an advanced and dynamic adoption of new technologies and is expected to record the highest CAGR in the global emotion detection and recognition market during the forecast period. APAC constitutes major economies, such as China, Japan, and Australia, which are expected to register high growth rates in the emotion detection and recognition market.

End users, such as industrial, commercial, and enterprises are expected to adopt emotion detection and recognition solutions at the highest rate in the region. Companies operating in APAC would benefit from the flexible economic conditions, industrialization-motivated policies of the governments, as well as from the growing digitalization, which is expected to have a significant impact on the business community.
• By Company Type: Tier 1 – 53%, Tier 2 – 29%, and Tier 3 – 18%
• By Designation: C-level – 39%, D-level – 27%, and Others – 34%
• By Region: North America – 41%, Europe – 27%, Asia Pacific – 23%, MEA – 6%, Latin America -3%

Major vendors offering emotion detection and recognition solutions include NEC Global (Japan), IBM (US), Intel (US), Microsoft (US), Apple (US), Gesturetek (Canada), Noldus Technology (Netherlands), Google (US), Tobii (Sweden), Cognitec Systems (Germany), Cipia Vision Ltd (Formerly Eyesight Technologies) (Israel), iMotions (Denmark), Numenta (US), Elliptic Labs (Norway), Kairos (US), PointGrab (US), Affectiva (US), nViso (Switzerland), Beyond Verbal (Israel), Sightcorp (Holland), Crowd Emotion (UK), Eyeris (US), Sentiance (Belgium), Sony Depthsense (Belgium), Ayonix (Japan), and Pyreos (UK). The emotion detection and recognition market study includes an in-depth competitive analysis of these key market players, along with their profiles, recent developments, and key market strategies.

Research Coverage
The market study covers the emotion detection and recognition market size across segments. It aims at estimating the market size and the growth potential of this market across different segments by technology, component, solution, application area, end user, vertical and region. The study also includes an in-depth competitive analysis of the key market players, along with 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 with information on the closest approximations of the revenue numbers for the overall emotion detection and recognition market and its subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and to plan suitable go-to-market strategies. The report will also help stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.

【レポートの目次】

1 INTRODUCTION 46
1.1 INTRODUCTION TO COVID-19 46
1.2 COVID-19 HEALTH ASSESSMENT 46
FIGURE 1 COVID-19: GLOBAL PROPAGATION 46
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 47
1.3 COVID-19 ECONOMIC ASSESSMENT 48
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 48
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 49
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 49
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 50
1.4 OBJECTIVES OF THE STUDY 51
1.5 MARKET DEFINITION 51
1.5.1 INCLUSIONS AND EXCLUSIONS 52
1.6 MARKET SCOPE 53
1.6.1 MARKET SEGMENTATION 53
1.6.2 REGIONS COVERED 53
1.6.3 YEARS CONSIDERED FOR THE STUDY 54
1.7 CURRENCY CONSIDERED 55
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2016–2020 55
1.8 STAKEHOLDERS 55
1.9 SUMMARY OF CHANGES 56
2 RESEARCH METHODOLOGY 57
2.1 RESEARCH DATA 57
FIGURE 6 EMOTION DETECTION AND RECOGNITION MARKET: RESEARCH DESIGN 57
2.1.1 DATA SOURCING 58
TABLE 2 DATA SOURCING 58
2.1.2 SECONDARY DATA 58
2.1.2.1 Vendor selection and evaluation 58
TABLE 3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM: VENDOR SELECTION AND EVALUATION CRITERIA (INDICATIVE SAMPLE) 59
TABLE 4 REVENUE AND SHARE ESTIMATES FOR SELECTED VENDORS IN THE EMOTION DETECTION AND RECOGNITION MARKET (INDICATIVE SAMPLE) 60
2.1.2.2 Analysis of industry trends 61
TABLE 5 TOP 10 COUNTRIES FOR EMOTION DATA 61
2.1.3 PRIMARY DATA 61
2.1.3.1 Breakup of primaries 62
2.1.3.2 Key industry insights 62
2.2 MARKET BREAKUP AND DATA TRIANGULATION 63
2.3 MARKET SIZE ESTIMATION 64
2.3.1 SUPPLY-SIDE ANALYSIS 64
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOFTWARE AND SERVICES OF EMOTION DETECTION AND RECOGNITION VENDORS 64
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL EMOTION DETECTION AND RECOGNITION VENDORS 65
2.3.2 DEMAND-SIDE ANALYSIS 66
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 3 (BY APPLICATION AREA) 66
2.3.3 TOP-DOWN APPROACH 66
2.4 MARKET FORECAST 67
TABLE 6 FACTOR ANALYSIS 67
2.5 ASSUMPTIONS FOR THE STUDY 68
2.6 LIMITATIONS OF THE STUDY 69
3 EXECUTIVE SUMMARY 70
TABLE 7 EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH, 2014–2019 (USD MILLION, Y-O-Y%) 71
TABLE 8 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH, 2020–2026 (USD MILLION, Y-O-Y%) 71
FIGURE 10 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2020 72
4 PREMIUM INSIGHTS 73
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE EMOTION DETECTION AND RECOGNITION MARKET 73
FIGURE 11 EASE IN IDENTIFYING CRIMINALS AND SIMPLIFYING MARKET STRATEGIES TO DRIVE THE ADOPTION OF EMOTION DETECTION AND RECOGNITION TECHNOLOGY 73
4.2 EMOTION DETECTION AND RECOGNITION MARKET SHARE, TOP THREE VERTICALS AND REGIONS, 2020 74
FIGURE 12 DEFENSE AND SECURITY AGENCY SEGMENT AND NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARES IN 2020 74
4.3 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2020–2026 74
FIGURE 13 SOLUTIONS SEGMENT TO HOLD THE HIGHEST MARKET SHARE DURING THE FORECAST PERIOD 74
4.4 EMOTION DETECTION AND RECOGNITION MARKET, BY SOLUTION, 2020–2026 75
FIGURE 14 BIOSENSING SOLUTIONS SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020 75
5 MARKET OVERVIEW AND INDUSTRY TRENDS 76
5.1 INTRODUCTION 76
5.2 MARKET DYNAMICS 77
FIGURE 15 EMOTION DETECTION AND RECOGNITION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 77
5.2.1 DRIVERS 77
5.2.1.1 Accretion of speech-based emotion detection systems to analyze emotional states 77
5.2.1.2 Adoption of IoT, AI, Ml, and deep learning technologies across the globe to increase demand 78
5.2.1.3 Rising need for socially intelligent artificial agents 79
5.2.2 RESTRAINTS 79
5.2.2.1 High production cost of emotion detection and recognition systems 79
5.2.2.2 Oligopoly in the development of speech and voice recognition technologies using neural networks restricting its use for cloud-based services 80
5.2.3 OPPORTUNITIES 80
5.2.3.1 Increasing government initiatives to leverage benefits of emotion detection and recognition technology 80
5.2.3.2 Growing demand in the automotive ai industry 80
5.2.3.3 Growing partnerships and widening ecosystems 81
5.2.4 CHALLENGES 81
5.2.4.1 Complex systems for emotion recognition 81
5.2.4.2 Lack of awareness, deficient knowledge, and technical challenges 82
5.2.4.3 Threat of privacy and data breach 82
5.3 MARKET DYNAMICS DURING COVID-19 OUTBREAK 83
5.3.1 DRIVERS AND OPPORTUNITIES 83
5.3.2 RESTRAINTS AND CHALLENGES 85
5.4 ETHICS OF MEASURING EMOTIONS 86
5.5 VALUE CHAIN ANALYSIS 86
FIGURE 16 EMOTION DETECTION AND RECOGNITION MARKET: VALUE CHAIN 87
TABLE 9 EMOTION DETECTION AND RECOGNITION MARKET: SUPPLY CHAIN ANALYSIS 88
5.6 USE CASES 89
5.6.1 USE CASES: HEALTHCARE 89
TABLE 10 USE CASE: HEALTHCARE 89
5.6.2 USE CASES: ENTERTAINMENT AND GAMING 89
TABLE 11 USE CASE: ENTERTAINMENT AND GAMING 89
5.6.3 USE CASES: GOVERNMENT AND DEFENSE 90
TABLE 12 USE CASE: GOVERNMENT AND DEFENSE 90
5.6.4 USE CASES: AUTOMOTIVE 90
TABLE 13 USE CASE: AUTOMOTIVE 90
5.6.5 USE CASES: HIGH TECHNOLOGY 90
TABLE 14 USE CASE: HIGH TECHNOLOGY 90
5.7 EMOTION DETECTION AND RECOGNITION MARKET ECOSYSTEM 91
FIGURE 17 EMOTION DETECTION AND RECOGNITION MARKET ECOSYSTEM 91
5.8 PORTER’S FIVE FORCES MODEL ANALYSIS 92
FIGURE 18 PORTER’S FIVE FORCES ANALYSIS: EMOTION DETECTION AND RECOGNITION MARKET 92
TABLE 15 PORTER’S FIVE FORCES IMPACT ANALYSIS 92
5.8.1 THREAT FROM NEW ENTRANTS 93
5.8.2 BARGAINING POWER OF SUPPLIERS 93
5.8.3 BARGAINING POWER OF BUYERS 93
5.8.4 THREAT OF SUBSTITUTES 94
5.8.5 INTENSITY OF COMPETITION RIVALRY 94
5.9 TECHNOLOGY ANALYSIS 94
5.9.1 ARTIFICIAL INTELLIGENCE (AI), MACHINE LEARNING (ML), AND EMOTION DETECTION AND RECOGNITION TECHNOLOGY 95
5.9.2 DEEP LEARNING TECHNOLOGY AND EMOTION DETECTION AND RECOGNITION SOLUTIONS 96
5.9.3 IN-CABIN SENSING TECHNOLOGY AND EMOTION DETECTION AND RECOGNITION SOLUTIONS 96
5.10 PRICING MODEL ANALYSIS 97
FIGURE 19 AVERAGE SELLING PRICE, 2019–2020 98
5.11 PATENT ANALYSIS 101
TABLE 16 NUMBER OF PATENTS, BY TOP 15 PATENT OWNERS 101
FIGURE 20 NUMBER OF PATENTS GRANTED YEAR-WISE 102
FIGURE 21 NUMBER OF PATENTS GRANTED JURISDICTION-WISE 102
TABLE 17 PATENT INFORMATION, BY APPLICANTS – 2021 103
FIGURE 22 EMOTION DETECTION AND RECOGNITION RELATED PATENT ANALYSIS, BY TYPE 104
5.12 REVENUE SHIFT – YC/YCC SHIFT FOR THE EMOTION DETECTION AND RECOGNITION MARKET 104
FIGURE 23 YC/YCC SHIFT FOR THE EMOTION DETECTION AND RECOGNITION MARKET 104
6 EMOTION DETECTION AND RECOGNITION MARKET, BY TECHNOLOGY 105
6.1 INTRODUCTION 106
FIGURE 24 BIOSENSORS TECHNOLOGY SEGMENT TO DOMINATE THE MARKET DURING THE FORECAST PERIOD 106
6.1.1 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026 106
TABLE 18 EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2024 (USD MILLION) 106
TABLE 19 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026 (USD MILLION) 107
6.2 FEATURE EXTRACTION AND 3D MODELING 107
6.2.1 FEATURE EXTRACTION AND 3D MODELING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 107
6.2.2 FEATURE EXTRACTION AND 3D MODELING: COVID-19 IMPACT 108
6.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 108
TABLE 20 FEATURE EXTRACTION AND 3D MODELING MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 108
TABLE 21 POST-COVID-19: FEATURE EXTRACTION AND 3D MODELING MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 108
6.3 BIOSENSORS TECHNOLOGY 109
6.3.1 BIOSENSORS TECHNOLOGY: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 109
6.3.2 BIOSENSORS TECHNOLOGY: COVID-19 IMPACT 109
6.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 110
TABLE 22 BIOSENSORS TECHNOLOGY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 110
TABLE 23 POST-COVID-19: BIOSENSORS TECHNOLOGY MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 110
6.4 NATURAL LANGUAGE PROCESSING 111
6.4.1 NATURAL LANGUAGE PROCESSING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 111
6.4.2 NATURAL LANGUAGE PROCESSING: COVID-19 IMPACT 111
6.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 111
TABLE 24 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 111
TABLE 25 POST-COVID-19: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 112
6.5 MACHINE LEARNING 112
6.5.1 MACHINE LEARNING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 112
6.5.2 MACHINE LEARNING: COVID-19 IMPACT 112
6.5.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 113
TABLE 26 MACHINE LEARNING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 113
TABLE 27 POST-COVID-19: MACHINE LEARNING MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 113
6.6 OTHER TECHNOLOGIES 114
6.6.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 114
TABLE 28 OTHER TECHNOLOGIES MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 114
TABLE 29 POST-COVID-19: OTHER TECHNOLOGIES MARKET SIZE, BY REGION, 2014–2026 (USD MILLION) 114
7 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT 115
7.1 INTRODUCTION 116
7.1.1 COMPONENT: EMOTION RECOGNITION AND RECOGNITION MARKET DRIVERS 116
7.1.2 COMPONENT: COVID-19 IMPACT 116
FIGURE 25 SOFTWARE SEGMENT TO WITNESS A HIGHER CAGR DURING THE FORECAST PERIOD 116
7.1.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026 117
TABLE 30 EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 117
TABLE 31 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 117
7.2 SOFTWARE 117
7.2.1 MARKET ESTIMATES AND FORECAST, BY REGION 2014–2026 118
TABLE 32 SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 118
TABLE 33 POST-COVID-19: SOFTWARE MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 118
7.3 SERVICE 119
7.3.1 SERVICE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 119
7.3.2 SERVICE: COVID-19 IMPACT 119
7.3.3 MARKET ESTIMATES AND FORECAST, BY REGION 2014–2026 119
TABLE 34 SERVICE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 119
TABLE 35 POST-COVID-19: SERVICE MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 120
7.3.4 PROFESSIONAL SERVICES 120
7.3.5 MANAGED SERVICES 120
8 EMOTION DETECTION AND RECOGNITION MARKET, BY HARDWARE 121
8.1 INTRODUCTION 121
8.2 SENSORS 121
8.2.1 SENSORS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 121
8.2.2 SENSORS: COVID-19 MARKET DRIVERS 122
8.3 CAMERA 122
8.3.1 CAMERA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 122
8.3.2 CAMERA: COVID-19 IMPACT 122
8.4 STORAGE DEVICES AND PROCESSORS 122
8.4.1 STORAGE DEVICES AND PROCESSORS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 123
8.4.2 STORAGE DEVICES AND PROCESSORS: COVID-19 MARKET DRIVERS 123
8.5 OTHERS 123
9 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE 124
9.1 INTRODUCTION 125
FIGURE 26 FACIAL EXPRESSION RECOGNITION SOFTWARE SEGMENT TO RECORD THE HIGHEST CAGR DURING THE FORECAST PERIOD 125
9.1.1 MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026 125
TABLE 36 EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 125
TABLE 37 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION) 126
9.2 FACIAL EXPRESSION RECOGNITION 126
9.2.1 FACIAL EXPRESSION RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 126
9.2.2 FACIAL EXPRESSION RECOGNITION: COVID-19 IMPACT 126
9.2.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026 127
TABLE 38 FACIAL EXPRESSION RECOGNITION MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 127
TABLE 39 POST-COVID-19: FACIAL EXPRESSION RECOGNITION MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 127
9.3 BIOSENSING SOLUTIONS 128
9.3.1 BIOSENSING SOLUTIONS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 128
9.3.2 BIOSENSING SOLUTIONS: COVID-19 IMPACT 128
9.3.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026 129
TABLE 40 BIOSENSING SOLUTIONS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 129
TABLE 41 POST-COVID-19: BIOSENSING SOLUTIONS MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 129
9.4 SPEECH AND VOICE RECOGNITION 129
9.4.1 SPEECH AND VOICE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 130
9.4.2 SPEECH AND VOICE RECOGNITION: COVID-19 IMPACT 130
9.4.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026 131
TABLE 42 SPEECH AND VOICE RECOGNITION MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 131
TABLE 43 POST-COVID-19: SPEECH AND VOICE RECOGNITION MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 131
9.5 GESTURE AND POSTURE RECOGNITION 132
9.5.1 GESTURE AND POSTURE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 132
9.5.2 GESTURE AND POSTURE RECOGNITION: COVID-19 IMPACT 132
9.5.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026 132
TABLE 44 GESTURE AND POSTURE RECOGNITION MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 132
TABLE 45 POST-COVID-19: GESTURE AND POSTURE RECOGNITION MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 133
10 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA 134
10.1 INTRODUCTION 135
FIGURE 27 MEDICAL EMERGENCY SEGMENT TO RECORD THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD 135
10.1.1 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026 135
TABLE 46 EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2024 (USD MILLION) 135
TABLE 47 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION) 136
10.2 MEDICAL EMERGENCY 136
10.2.1 MEDICAL EMERGENCY: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 136
10.2.2 MEDICAL EMERGENCY: COVID-19 IMPACT 136
10.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 137
TABLE 48 MEDICAL EMERGENCY MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 137
TABLE 49 POST-COVID-19: MEDICAL EMERGENCY MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 137
10.3 MARKETING AND ADVERTISING 138
10.3.1 MARKETING AND ADVERTISING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 138
10.3.2 MARKETING AND ADVERTISING: COVID-19 IMPACT 138
10.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 138
TABLE 50 MARKETING AND ADVERTISING MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 138
TABLE 51 POST-COVID-19: MARKETING AND ADVERTISING MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 139
10.4 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING 139
10.4.1 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 139
10.4.2 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: COVID-19 IMPACT 139
10.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 140
TABLE 52 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 140
TABLE 53 POST-COVID-19: LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 140
10.5 ENTERTAINMENT AND CONSUMER ELECTRONICS 140
10.5.1 ENTERTAINMENT AND CONSUMER ELECTRONICS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 141
10.5.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 141
TABLE 54 ENTERTAINMENT AND CONSUMER ELECTRONICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 141
TABLE 55 POST-COVID-19: ENTERTAINMENT AND CONSUMER ELECTRONICS MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 142
10.6 OTHER APPLICATION AREAS 142
10.6.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 142
TABLE 56 OTHER APPLICATION AREAS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 142
TABLE 57 POST-COVID-19: OTHER APPLICATION AREAS MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 143
11 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL 144
11.1 INTRODUCTION 145
FIGURE 28 HEALTHCARE AND LIFE SCIENCES SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 145
11.1.1 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026 146
TABLE 58 EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 146
TABLE 59 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 146
11.2 ACADEMIA AND RESEARCH 147
11.2.1 ACADEMIA AND RESEARCH: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 147
11.2.2 ACADEMIA AND RESEARCH: COVID-19 IMPACT 147
11.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 147
TABLE 60 ACADEMIA AND RESEARCH MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 147
TABLE 61 POST-COVID-19: ACADEMIA AND RESEARCH MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 148
11.3 MEDIA AND ENTERTAINMENT 148
11.3.1 MEDIA AND ENTERTAINMENT: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 148
11.3.2 MEDIA AND ENTERTAINMENT: COVID-19 IMPACT 148
11.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 149
TABLE 62 MEDIA AND ENTERTAINMENT MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 149
TABLE 63 POST-COVID-19: MEDIA AND ENTERTAINMENT MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 149
11.4 IT AND ITES 149
11.4.1 IT AND ITES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 150
11.4.2 IT AND ITES: COVID-19 IMPACT 150
11.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 150
TABLE 64 IT AN ITES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 150
TABLE 65 POST-COVID-19: IT AND ITES MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 150
11.5 HEALTHCARE AND SOCIAL ASSISTANCE 151
11.5.1 HEALTHCARE AND SOCIAL ASSISTANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 151
11.5.2 HEALTHCARE AND SOCIAL ASSISTANCE: COVID-19 IMPACT 151
11.5.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 151
TABLE 66 HEALTHCARE AND SOCIAL ASSISTANCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 151
TABLE 67 POST-COVID-19: HEALTHCARE AND SOCIAL ASSISTANCE MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 152
11.6 TELECOMMUNICATIONS 152
11.6.1 TELECOMMUNICATIONS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 152
11.6.2 TELECOMMUNICATIONS: COVID-19 IMPACT 152
11.6.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 153
TABLE 68 TELECOMMUNICATIONS MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 153
TABLE 69 POST-COVID-19: TELECOMMUNICATIONS MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 153
11.7 RETAIL AND E-COMMERCE 153
11.7.1 RETAIL AND E-COMMERCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 154
11.7.2 RETAIL AND E-COMMERCE: COVID-19 IMPACT 154
11.7.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 154
TABLE 70 RETAIL AND ECOMMERCE MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 154
TABLE 71 POST-COVID-19: RETAIL AND E-COMMERCE MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 154
11.8 AUTOMOTIVE 155
11.8.1 AUTOMOTIVE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 155
11.8.2 AUTOMOTIVE: COVID-19 IMPACT 155
11.8.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 155
TABLE 72 AUTOMOTIVE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 155
TABLE 73 POST-COVID-19: AUTOMOTIVE MARKET SIZE, BY REGION
, 2020–2026 (USD MILLION) 156
11.9 BANKING, FINANCIAL SERVICES, AND INSURANCE 156
11.9.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 156
11.9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: COVID-19 IMPACT 156
11.9.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 157
TABLE 74 BFSI MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 157
TABLE 75 POST-COVID-19: BFSI MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 157
11.10 OTHER VERTICALS 157
11.10.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 158
TABLE 76 OTHER VERTICALS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION) 158
TABLE 77 POST-COVID-19: OTHER VERTICALS MARKET SIZE, BY REGION,
2020–2026 (USD MILLION) 158

12 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION 159
12.1 INTRODUCTION 160
FIGURE 29 ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET TO GROW AT THE HIGHEST CAGR FROM 2017 TO 2024 160
12.1.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026 160
TABLE 78 EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY REGION,
2014–2019 (USD MILLION) 160
TABLE 79 POST-COVID-19: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY REGION, 2020–2026 (USD MILLION) 161
12.2 NORTH AMERICA 161
12.2.1 NORTH AMERICA: COVID-19 MARKET DRIVERS 162
FIGURE 30 NORTH AMERICA: MARKET SNAPSHOT 162
12.2.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026 163
TABLE 80 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 163
TABLE 81 POST-COVID-19: NORTH AMERICA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION) 163
12.2.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026 163
TABLE 82 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 163
TABLE 83 POST-COVID-19: NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 164
12.2.4 MARKET ESTIMATES AND FORECASTS, BY SOLUTIONS, 2014–2026 164
TABLE 84 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 164
TABLE 85 POST-COVID-19: NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOLUTIONS, 2020–2026(USD MILLION) 164
12.2.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026 165
TABLE 86 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 165
TABLE 87 POST-COVID-19: NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION) 165
12.2.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026 166
TABLE 88 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 166
TABLE 89 POST-COVID-19: NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 166
12.2.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026 167
TABLE 90 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 167
TABLE 91 POST-COVID-19: NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2020–2026 (USD MILLION) 167
12.2.7.1 United States 167
12.2.7.1.1 Market estimates and forecasts, by technology, 2014–2026 168
TABLE 92 US: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 168
TABLE 93 POST-COVID-19: US EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION) 168
12.2.7.1.2 Market estimates and forecast, by component,2019–2026 168
TABLE 94 US: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 168
TABLE 95 POST-COVID-19: US EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 169
12.2.7.1.3 Market estimates and forecasts, by solutions, 2014–2026 169
TABLE 96 US: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 169
TABLE 97 POST-COVID-19: US EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION) 169
12.2.7.1.4 Market estimates and forecasts, by application area, 2014–2026 170
TABLE 98 US: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 170
TABLE 99 POST-COVID-19: US EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 170
12.2.7.1.5 Market estimates and forecasts, by vertical, 2014–2026 171
TABLE 100 US: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 171
TABLE 101 POST-COVID-19: US EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 171
12.2.7.2 Canada 172
12.2.7.2.1 Market estimates and forecasts, by technology,
2014–2026 172
TABLE 102 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 172
TABLE 103 POST-COVID-19: CANADIAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 172
12.2.7.2.2 Market estimates and forecast, by component,2019–2026 173
TABLE 104 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 173
TABLE 105 POST-COVID-19: CANADA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 173
12.2.7.2.3 Market estimates and forecasts, by solutions, 2014–2026 173
TABLE 106 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 173
TABLE 107 POST-COVID-19: CANADA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION) 174
12.2.7.2.4 Market estimates and forecasts, by application area, 2014–2026 174
TABLE 108 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 174
TABLE 109 POST-COVID-19: CANADA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 175
12.2.7.2.5 Market estimates and forecasts, by vertical, 2014–2026 175
TABLE 110 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 175
TABLE 111 POST-COVID-19: CANADA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 176
12.3 EUROPE 176
12.3.1 EUROPE: COVID-19 MARKET DRIVERS 176
12.3.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026 177
TABLE 112 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 177
TABLE 113 POST- COVID-19: EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION) 177
12.3.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026 177
TABLE 114 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 177
TABLE 115 POST-COVID-19: EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 178
12.3.4 MARKET ESTIMATES AND FORECASTS, BY SOLUTIONS, 2014–2026 178
TABLE 116 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 178
TABLE 117 POST-COVID-19: EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020-2026(USD MILLION) 178
12.3.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026 179
TABLE 118 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 179
TABLE 119 POST-COVID-19: EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION) 179
12.3.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026 180
TABLE 120 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 180
TABLE 121 POST-COVID-19: EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 180
12.3.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026 181
TABLE 122 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 181
TABLE 123 POST-COVID-19: EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2020–2026 (USD MILLION) 181
12.3.7.1 United Kingdom 181
12.3.7.1.1 Market estimates and forecasts, by technology,
2014–2026 182
TABLE 124 UK: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 182
TABLE 125 POST-COVID-19: UK EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026 (USD MILLION) 182
12.3.7.1.2 Market estimates and forecast, by component,2019–2026 183
TABLE 126 UK: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 183
TABLE 127 POST-COVID-19: UK EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 183
12.3.7.1.3 Market estimates and forecasts, by solutions, 2014–2026 183
TABLE 128 UK: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 183
TABLE 129 POST-COVID-19: UK EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION) 184
12.3.7.1.4 Market estimates and forecasts, by application area, 2014–2026 184
TABLE 130 UK: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 184
TABLE 131 POST-COVID-19: UK EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 185
12.3.7.1.5 Market estimates and forecasts, by vertical, 2014–2026 185
TABLE 132 UK: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 185
TABLE 133 POST-COVID-19: UK EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 186
12.3.7.2 Germany 186
12.3.7.2.1 Market estimates and forecasts, by technology,
2014–2026 187
TABLE 134 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 187
TABLE 135 POST-COVID-19: GERMAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 187
12.3.7.2.2 Market estimates and forecast, by component,2019–2026 187
TABLE 136 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 187
TABLE 137 POST-COVID-19: GERMAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 188
12.3.7.2.3 Market estimates and forecasts, by solutions, 2014–2026 188
TABLE 138 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 188
TABLE 139 POST-COVID-19: GERMAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026 (USD MILLION) 188
12.3.7.2.4 Market estimates and forecasts, by application area, 2014–2026 189
TABLE 140 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 189
TABLE 141 POST COVID-19: GERMANY EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION) 189
12.3.7.2.5 Market estimates and forecasts, by vertical, 2014–2026 190
TABLE 142 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 190
TABLE 143 POST-COVID-19: GERMANY EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 190
12.3.7.3 Netherlands 191
12.3.7.3.1 Market estimates and forecasts, by technology,
2014–2026 191
TABLE 144 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 191
TABLE 145 POST-COVID-19: NETHERLANDS EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026 (USD MILLION) 191
12.3.7.3.2 Market estimates and forecast, by component,2019–2026 192
TABLE 146 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 192
TABLE 147 POST-COVID-19: NETHERLANDS EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 192
12.3.7.3.3 Market estimates and forecasts, by solutions, 2014–2026 192
TABLE 148 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 192
TABLE 149 POST-COVID-19: NETHERLANDS EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOLUTIONS, 2020–2026 (USD MILLION) 193
12.3.7.3.4 Market estimates and forecasts, by application area, 2014–2026 193
TABLE 150 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 193
TABLE 151 POST-COVID-19: NETHERLANDS EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 194
12.3.7.3.5 Market estimates and forecasts, by vertical, 2014–2026 194
TABLE 152 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 194
TABLE 153 POST-COVID-19: NETHERLANDS EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 195
12.3.7.4 Rest of Europe 195
12.3.7.4.1 Market estimates and forecasts, by technology,
2014–2026 196
TABLE 154 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 196
TABLE 155 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION) 196
12.3.7.4.2 Market estimates and forecast, by component,2019–2026 196
TABLE 156 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 196
TABLE 157 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 197
12.3.7.4.3 Market estimates and forecasts, by solutions, 2014–2026 197
TABLE 158 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 197
TABLE 159 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION) 197
12.3.7.4.4 Market estimates and forecasts, by application area, 2014–2026 198
TABLE 160 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 198
TABLE 161 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION) 198
12.3.7.4.5 Market estimates and forecasts, by vertical, 2014–2026 199
TABLE 162 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 199
TABLE 163 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 199
12.4 ASIA PACIFIC 200
12.4.1 APAC: COVID-19 MARKET DRIVERS 200
FIGURE 31 ASIA PACIFIC: MARKET SNAPSHOT 201
12.4.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026 201
TABLE 164 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 201
TABLE 165 POST-COVID-19: ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 202
12.4.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026 202
TABLE 166 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 202
TABLE 167 POST-COVID-19: ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 202
12.4.4 MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026 203
TABLE 168 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOLUTIONS, 2014–2019 (USD MILLION) 203
TABLE 169 POST-COVID-19: ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026 (USD MILLION) 203
12.4.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026 203
TABLE 170 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 203
TABLE 171 POST-COVID-19: ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 204
12.4.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026 204
TABLE 172 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 204
TABLE 173 POST-COVID-19: ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 205
12.4.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026 205
TABLE 174 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 205
TABLE 175 POST-COVID-19: ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2020–2026 (USD MILLION) 206
12.4.7.1 China 206
12.4.7.1.1 Market estimates and forecasts, by technology,
2014–2026 207
TABLE 176 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 207
TABLE 177 POST-COVID-19: CHINA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 207
12.4.7.1.2 Market estimates and forecast, by component,2019–2026 207
TABLE 178 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 207
TABLE 179 POST-COVID-19: CHINA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 208
12.4.7.1.3 Market estimates and forecasts, by solutions, 2014–2026 208
TABLE 180 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 208
TABLE 181 POST-COVID-19: CHINA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION) 208
12.4.7.1.4 Market estimates and forecasts, by application area, 2014–2026 209
TABLE 182 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 209
TABLE 183 POST-COVID-19: CHINA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 209
12.4.7.1.5 Market estimates and forecasts, by vertical, 2014–2026 210
TABLE 184 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 210
TABLE 185 POST-COVID-19: CHINA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 210
12.4.7.2 Japan 211
12.4.7.2.1 Market estimates and forecasts, by technology, 2014–2026 211
TABLE 186 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 211
TABLE 187 POST-COVID-19: JAPAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 212
12.4.7.2.2 Market estimates and forecast, by component,2019–2026 212
TABLE 188 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 212
TABLE 189 POST-COVID-19: JAPAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 212
12.4.7.2.3 Market estimates and forecasts, by solutions, 2014–2026 213
TABLE 190 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 213
TABLE 191 POST-COVID-19: JAPAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026 (USD MILLION) 213
12.4.7.2.4 Market estimates and forecasts, by application area, 2014–2026 213
TABLE 192 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 213
TABLE 193 POST-COVID-19: JAPAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 214
12.4.7.2.5 Market estimates and forecasts, by vertical, 2014–2026 214
TABLE 194 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 214
TABLE 195 POST-COVID-19: JAPAN EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 215
12.4.7.3 Australia 215
12.4.7.3.1 Market estimates and forecasts, by technology,
2014–2026 215
TABLE 196 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 215
TABLE 197 POST-COVID-19: AUSTRALIA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026 (USD MILLION) 216
12.4.7.3.2 Market estimates and forecast, by component,2019–2026 216
TABLE 198 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 216
TABLE 199 POST-COVID-19: AUSTRALIA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 216
12.4.7.3.3 Market estimates and forecasts, by solutions, 2014–2026 217
TABLE 200 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 217
TABLE 201 POST-COVID-19: AUSTRALIA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020-2026(USD MILLION) 217
12.4.7.3.4 Market estimates and forecasts, by application area, 2014–2026 217
TABLE 202 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 217
TABLE 203 POST-COVID-19: AUSTRALIA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 218
12.4.7.3.5 Market estimates and forecasts, by vertical, 2014–2026 218
TABLE 204 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 218
TABLE 205 POST-COVID-19: AUSTRALIA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 219
12.4.7.4 Rest of Asia Pacific 219
12.4.7.4.1 Market estimates and forecasts, by technology,
2014–2026 220
TABLE 206 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 220
TABLE 207 POST-COVID-19: REST OF ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION) 220
12.4.7.4.2 Market estimates and forecast, by component,2019–2026 221
TABLE 208 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 221
TABLE 209 POST-COVID-19: REST OF ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 221
12.4.7.4.3 Market estimates and forecasts, by solutions, 2014–2026 221
TABLE 210 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 221
TABLE 211 POST-COVID-19: REST OF ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020-2026(USD MILLION) 222
12.4.7.4.4 Market estimates and forecasts, by application area, 2014–2026 222
TABLE 212 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 222
TABLE 213 POST-COVID-19: REST OF ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA,
2020–2026(USD MILLION) 223
12.4.7.4.5 Market estimates and forecasts, by vertical, 2014–2026 223
TABLE 214 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 223
TABLE 215 POST-COVID-19: REST OF ASIA PACIFIC EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 224
12.5 REST OF THE WORLD (ROW) 224
12.5.1 ROW: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS 224
12.5.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026 225
TABLE 216 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 225
TABLE 217 POST-COVID-19: ROW EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026 (USD MILLION) 225
12.5.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026 226
TABLE 218 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 226
TABLE 219 POST-COVID-19: ROW EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 226
12.5.4 MARKET ESTIMATES AND FORECASTS, BY SOLUTIONS, 2014–2026 226
TABLE 220 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 226
TABLE 221 POST-COVID-19: ROW EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026 (USD MILLION) 227
12.5.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026 227
TABLE 222 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 227
TABLE 223 POST-COVID-19: ROW EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026 (USD MILLION) 228
12.5.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026 228
TABLE 224 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 228
TABLE 225 POST-COVID-19: ROW EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 229
12.5.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026 229
TABLE 226 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION) 229
TABLE 227 POST-COVID-19: ROW EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2020–2026 (USD MILLION) 229
12.5.7.1 Middle East and Africa (MEA) 230
12.5.7.1.1 Market estimates and forecasts, by technology,
2014–2026 231
TABLE 228 MEA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 231
TABLE 229 POST-COVID-19: MEA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 231
12.5.7.1.2 Market estimates and forecast, by component,2019–2026 231
TABLE 230 MEA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 231
TABLE 231 POST-COVID-19: MEA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 232
12.5.7.1.3 Market estimates and forecasts, by solutions, 2014–2026 232
TABLE 232 MEA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 232
TABLE 233 POST-COVID-19: MEA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOLUTIONS, 2020–2026(USD MILLION) 232
12.5.7.1.4 Market estimates and forecasts, by application area, 2014–2026 233
TABLE 234 MEA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 233
TABLE 235 POST-COVID-19: MEA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION) 233
12.5.7.1.5 Market estimates and forecasts, by vertical, 2014–2026 234
TABLE 236 MEA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 234
TABLE 237 POST-COVID-19: MEA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 234
12.5.7.2 Latin America 235
12.5.7.2.1 Market estimates and forecasts, by technology,
2014–2026 236
TABLE 238 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION) 236
TABLE 239 POST-COVID-19: LATIN AMERICA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION) 236
12.5.7.2.2 Market estimates and forecast, by component,2019–2026 236
TABLE 240 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION) 236
TABLE 241 POST-COVID-19: LATIN AMERICA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION) 237
12.5.7.2.3 Market estimates and forecasts, by solutions, 2014–2026 237
TABLE 242 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION) 237
TABLE 243 POST-COVID-19: LATIN AMERICA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE, 2020–2026 (USD MILLION) 237
12.5.7.2.4 Market estimates and forecasts, by application area, 2014–2026 238
TABLE 244 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION) 238
TABLE 245 POST-COVID-19: LATIN AMERICA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION) 238
12.5.7.2.5 Market estimates and forecasts, by vertical, 2014–2026 239
TABLE 246 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION) 239
TABLE 247 POST-COVID-19: LATIN AMERICA EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION) 239
13 COMPETITIVE LANDSCAPE 240
13.1 OVERVIEW 240
13.2 MARKET EVALUATION FRAMEWORK 240
FIGURE 32 EMOTION DETECTION AND RECOGNITION: MARKET EVALUATION FRAMEWORK 240
13.3 ESTIMATED MARKET SHARE RANGE OF KEY PLAYERS 241
TABLE 248 ESTIMATED SHARE OF KEY PLAYERS IN THE EMOTION DETECTION AND RECOGNITION MARKET, 2020 241
13.4 HISTORICAL REVENUE ANALYSIS 241
FIGURE 33 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF LEADING EMOTION DETECTION AND RECOGNITION PROVIDERS 241
13.5 COMPANY EVALUATION QUADRANT 242
13.5.1 STARS 242
13.5.2 EMERGING LEADERS 242
13.5.3 PERVASIVE PLAYERS 242
13.5.4 PARTICIPANTS 242
FIGURE 34 EMOTION DETECTION AND RECOGNITION MARKET (GLOBAL), COMPANY EVALUATION QUADRANT, 2020 243
13.6 COMPANY EVALUATION QUADRANT – PRODUCT FOOTPRINT 244
TABLE 249 COMPANY PRODUCT FOOTPRINT 244
TABLE 250 COMPANY SOFTWARE FOOTPRINT 245
FIGURE 35 COMPANY INDUSTRY FOOTPRINT 246
TABLE 251 COMPANY REGION FOOTPRINT 247
13.7 STARTUP/SME EVALUATION QUADRANT, 2020 248
13.7.1 PROGRESSIVE COMPANIES 248
13.7.2 RESPONSIVE COMPANIES 248
13.7.3 DYNAMIC COMPANIES 248
13.7.4 STARTING BLOCKS 248
FIGURE 36 EMOTION DETECTION AND RECOGNITION MARKET (GLOBAL), STARTUP/SME EVALUATION QUADRANT, 2020 249
13.8 COMPETITIVE SCENARIO 249
13.8.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS 249
TABLE 252 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2017–2020 250
13.8.2 DEALS 250
TABLE 253 DEALS, 2017–2020 250
13.8.3 OTHERS 253
TABLE 254 OTHER RECENT DEVELOPMENTS, 2017–2020 253
14 COMPANY PROFILES 254
14.1 INTRODUCTION 254
14.2 KEY PLAYERS 254
(Business overview, Product/software offered, Recent developments, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
14.2.1 NEC 254
FIGURE 37 NEC: COMPANY SNAPSHOT 254
TABLE 255 NEC: BUSINESS OVERVIEW 255
TABLE 256 NEC: PRODUCT/SOFTWARE OFFERED 255
14.2.2 IBM 258
FIGURE 38 IBM: COMPANY SNAPSHOT 258
TABLE 257 IBM: BUSINESS OVERVIEW 259
TABLE 258 IBM: PRODUCT/SOFTWARE OFFERED 259
14.2.3 MICROSOFT 262
FIGURE 39 MICROSOFT: COMPANY SNAPSHOT 262
TABLE 259 MICROSOFT: BUSINESS OVERVIEW 263
TABLE 260 MICROSOFT: PRODUCT/SOLUTIONS OFFERED 263
14.2.4 APPLE 266
FIGURE 40 APPLE: COMPANY SNAPSHOT 266
TABLE 261 APPLE: BUSINESS OVERVIEW 266
TABLE 262 APPLE: SERVICES OFFERED 267
14.2.5 GOOGLE 269
FIGURE 41 GOOGLE: COMPANY SNAPSHOT 269
TABLE 263 GOOGLE: BUSINESS OVERVIEW 270
TABLE 264 GOOGLE: PRODUCT/SOLUTIONS OFFERED 270
14.2.6 TOBII 273
FIGURE 42 TOBII: COMPANY SNAPSHOT 273
TABLE 265 TOBII: BUSINESS OVERVIEW 273
TABLE 266 TOBII: PRODUCT/SOFTWARE OFFERED 274
14.2.7 INTEL 276
TABLE 267 INTEL: BUSINESS OVERVIEW 276
TABLE 268 INTEL: PRODUCT/SOFTWARE OFFERED 276
14.2.8 NOLDUS INFORMATION TECHNOLOGY 278
TABLE 269 NODUL INFORMATION TECHNOLOGY: BUSINESS OVERVIEW 278
TABLE 270 NOLDUS INFORMATION TECHNOLOGY: PRODUCT/SOFTWARE OFFERED 278
14.2.9 COGNITEC SYSTEMS 280
TABLE 271 COGNITEC SYSTEMS: BUSINESS OVERVIEW 280
TABLE 272 COGNITEC SYSTEMS: PRODUCT/SOFTWARE OFFERED 280
14.2.10 EYESIGHT TECHNOLOGIES 282
TABLE 273 EYESIGHT TECHNOLOGIES: BUSINESS OVERVIEW 282
TABLE 274 EYESIGHT TECHNOLOGIES: PRODUCT/SOFTWARE OFFERED 282
14.2.11 ELLIPTIC LABS 285
TABLE 275 ELLIPTIC LABS: BUSINESS OVERVIEW 285
TABLE 276 ELLIPTIC LABS: PRODUCT/SOFTWARE OFFERED 285
14.2.12 AFFECTIVA 287
TABLE 277 AFFECTIVA: BUSINESS OVERVIEW 287
TABLE 278 AFFECTIVA: PRODUCT/SOFTWARE OFFERED 287
14.2.13 NVISO 289
TABLE 279 NVISO: BUSINESS OVERVIEW 289
TABLE 280 NVISO: PRODUCT/SOFTWARE OFFERED 290
14.2.14 GESTURETEK 291
14.2.15 IMOTIONS 292
14.2.16 NUMENTA 292
14.2.17 KAIROS 293
14.2.18 POINTGRAB 294
14.3 OTHER PLAYERS 295
14.3.1 BEYOND VERBAL 295
TABLE 281 BEYOND VERBAL: BUSINESS OVERVIEW 295
TABLE 282 BEYOND VERBAL: PRODUCT/SOFTWARE OFFERED 296
14.3.2 SENTIANCE 297
TABLE 283 SENTIANCE: BUSINESS OVERVIEW 297
TABLE 284 SENTIANCE: PRODUCT/SOFTWARE OFFERED 297
14.3.3 SONY DEPTHSENSING SOLUTIONS 299
TABLE 285 SONY DEPTHSENSING SOLUTIONS: BUSINESS OVERVIEW 299
TABLE 286 SONY DEPTHSNSING SOLUTION: PRODUCT/SOFTWARE OFFERED 299
14.3.4 AYONIX 301
TABLE 287 AYONIX: BUSINESS OVERVIEW 301
TABLE 288 AYONIX: PRODUCT/SOFTWARE OFFERED 301
14.3.5 SIGHTCORP 303
14.3.6 CROWDEMOTION 303
14.3.7 EYERIS 304
14.3.8 PYREOS 304
*Details on Business overview, Product/software offered, Recent developments, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

15 ADJACENT MARKETS 306
15.1 INTRODUCTION TO ADJACENT MARKETS 306
TABLE 289 ADJACENT MARKETS AND FORECASTS 306
15.2 LIMITATIONS 306
15.3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM AND ADJACENT MARKETS 306
15.4 EDGE AI SOFTWARE MARKET 307
15.4.1 EDGE AI SOFTWARE MARKET, BY DATA SOURCE 307
TABLE 290 EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION) 307
TABLE 291 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION) 307
TABLE 292 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION) 307
TABLE 293 APAC: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION) 308
TABLE 294 MEA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION) 308
TABLE 295 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION) 308
15.4.2 EDGE AI SOFTWARE MARKET, BY VERTICAL 309
TABLE 296 EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 309
TABLE 297 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 309
TABLE 298 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 310
TABLE 299 APAC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 310
TABLE 300 MEA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 311
TABLE 301 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION) 311
15.5 FACIAL RECOGNITION MARKET 312
15.5.1 FACIAL RECOGNITION MARKET, BY SOLUTIONS 312
TABLE 302 FACIAL RECOGNITION SOLUTIONS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 312
TABLE 303 FACIAL RECOGNITION SOLUTIONS MARKET SIZE, BY TYPE, 2017–2024 (USD MILLION) 312
TABLE 304 2D FACIAL RECOGNITION MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 312
TABLE 305 3D FACIAL RECOGNITION MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 313
TABLE 306 FACIAL ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION) 313
TABLE 307 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2017–2024 (USD MILLION) 313
TABLE 308 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2017–2024 (USD MILLION) 314
TABLE 309 APAC: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2017–2024 (USD MILLION) 314
TABLE 310 MEA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2017–2024 (USD MILLION) 314
TABLE 311 LATIN AMERICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2017–2024 (USD MILLION) 315
15.5.2 FACIAL RECOGNITION MARKET, BY VERTICAL 315
TABLE 312 FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017—2024 (USD MILLION) 315
TABLE 313 FACIAL RECOGNITION MARKET SIZE IN BANKING, FINANCIAL SERVICES, AND INSURANCE, BY REGION, 2017–2024 (USD MILLION) 315
TABLE 314 FACIAL RECOGNITION MARKET SIZE IN GOVERNMENT AND DEFENSE, BY REGION, 2017–2024 (USD MILLION) 316
TABLE 315 FACIAL RECOGNITION MARKET SIZE IN RETAIL AND E-COMMERCE, BY REGION, 2017–2024 (USD MILLION) 316
TABLE 316 FACIAL RECOGNITION MARKET SIZE IN HEALTHCARE, BY REGION, 2017–2024 (USD MILLION) 316
TABLE 317 FACIAL RECOGNITION MARKET SIZE IN EDUCATION, BY REGION, 2017–2024 (USD MILLION) 317
TABLE 318 FACIAL RECOGNITION MARKET SIZE IN AUTOMOTIVE, BY REGION, 2017–2024 (USD MILLION) 317
TABLE 319 FACIAL RECOGNITION MARKET SIZE IN OTHER VERTICALS, BY REGION, 2017–2024 (USD MILLION) 317
TABLE 320 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 318
TABLE 321 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 318
TABLE 322 APAC: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 319
TABLE 323 MEA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 319
TABLE 324 LATIN AMERICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION) 320
16 APPENDIX 321
16.1 DISCUSSION GUIDE 321
16.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 324
16.3 AVAILABLE CUSTOMIZATIONS 326
16.4 RELATED REPORTS 326
16.5 AUTHOR DETAILS 327

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