マーケットレポート詳細

感情認識の世界市場:2027年に至るソフトウェア別、用途別予測

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

出版元:MarketsandMarkets   出版元について
発行年:2023年3月
定価 :Single User License(1名様ライセンス)US$7,150(米国ドル)/Multi User License(5名様)$8,500 /Corporate User License $9,650
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当調査レポートは英文317ページになります。
商品コード:MAM3206

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【レポート紹介】

感情認識の世界市場規模は2022年で235億ドル、2027年には429億ドルに達し、その間の市場の平均年成長率は12.8%で推移することが見込まれています。

レポートは感情認識の世界市場について2027年までの市場予測データ(金額US$)を掲載しています。同市場をさまざまな区分で細分化し、そのセグメント市場ごとの市場予測(コンポーネント別市場、ソフトウェア別市場、等)を中心に構成されています。また競合状況、主要企業情報(12社)、市場ダイナミクス、バリューチェーン分析などの分析も加味し、感情認識市場の動向および今後成長性を詳細にレポートしています。

【レポート構成概要】

◆感情認識の世界市場予測2016-2027年

・市場規模(US$)

◆ コンポーネント別、市場-2027年

・ソフトウェア
・サービス
※(市場規模US$)

◆ソフトウェア別、市場-2027年

・顔表情認識
・バイオセンシングソリューション/アプリ
・発話/ 音声認識
・ジェスチャー/姿勢認識
※(市場規模US$)

◆用途分野別、市場-2027年

・救急医療
・マーケティング/広告
・法執行/監視/モニタリング
・エンターテインメント/コンシューマーエレクトロニクス
・その他用途分野
※(市場規模US$)

◆エンドユーザー別、市場-2027年

・企業
・防衛/セキュリティ機関
・商業
・インダストリアル
・その他エンドユーザー
※(市場規模US$)

◆業界別、市場-2027年

・学術/研究
・メディア/エンターテインメント
・IT/ITサービス
・ヘルスケア/社会的支援
・通信
・小売り/e-コマース
・自動車
・銀行/金融サービス/保険
・その他業界
※(市場規模US$)

◆主要国地域別市場-2027年

北米
・米国、カナダ
欧州
・英国、ドイツ、オランダ
・その他欧州
アジア太平洋
・日本、中国、オーストラリア
・その他アジア太平洋
中東アフリカ
・中東
・アフリカ
中南米
・ブラジル、メキシコ
・その他中南米
※国地域別に全セグメント別の細分化データ掲載、詳細は目次参照

◆市場分析

・市場ダイナミクス(促進要因、障壁、機会、課題)
・バリューチェーン分析
・エコシステム分析
・業界構造分析(ファイブフォース分析)
・価格分析
・技術分析
・特許分析
・関税と規制の状況
・主要なステークホルダーと購買基準
・競合状況
・市場シェア分析

◆感情認識の主要企業プロフィール動向

・日本電気株式会社(NEC)
・IBM
・MICROSOFT
・APPLE
・GOOGLE
・TOBII
・AFFECTIVA
・ELLIPTIC LABS
・INTEL
・COGNITEC
・NVISO
・NOLDUS

(その他企業)
・GESTURETEK
・IMOTIONS
・NUMENTA
・POINTGRAB
・AYONIX
・PYREOS
・EYERIS
・BEYOND VERBAL
・KAIROS
・SENTIANCE
・RAYDIANT
・SONY DEPTHSENSING SOLUTIONS
(全317頁)
【レポート詳細目次、データ項目一覧は当ページ下を参照ください】

Table of Contents (英文詳細目次)

1      INTRODUCTION

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

2      RESEARCH METHODOLOGY

2.1             RESEARCH DATA
・     FIGURE 1            GLOBAL EMOTION DETECTION AND RECOGNITION MARKET: RESEARCH DESIGN
2.1.1              SECONDARY DATA
2.1.2              PRIMARY DATA
2.1.2.1            BREAKDOWN OF PRIMARY PROFILES
・     FIGURE 2            BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION,  AND REGION
2.1.2.2            KEY INDUSTRY INSIGHTS
2.2             DATA TRIANGULATION
2.3             MARKET SIZE ESTIMATION
・     FIGURE 3            MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOFTWARE/SERVICES OF EMOTION DETECTION AND RECOGNITION MARKET
・     FIGURE 4            MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOFTWARE/SERVICES OF EMOTION DETECTION AND RECOGNITION
2.4             MARKET FORECAST
・     TABLE 2              FACTOR ANALYSIS   57
2.5             RECESSION IMPACT AND RESEARCH ASSUMPTIONS
2.5.1              RECESSION IMPACT  58
2.5.2              RESEARCH ASSUMPTIONS
2.6             LIMITATIONS

3      EXECUTIVE SUMMARY

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

4      PREMIUM INSIGHTS

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

5      MARKET OVERVIEW AND INDUSTRY TRENDS

5.1             INTRODUCTION
・     FIGURE 14          EMOTION DETECTION AND RECOGNITION MARKET: IMPLEMENTATION AND WORK PROCESS
5.2             MARKET DYNAMICS
・     FIGURE 15          DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EMOTION DETECTION AND RECOGNITION MARKET
5.2.1              DRIVERS
5.2.1.1            ADOPTION OF AI, ML, AND DEEP LEARNING TECHNOLOGIES WORLDWIDE
5.2.1.2            RISING NEED FOR EMOTION RECOGNITION MODELS BY INTELLIGENT SYSTEMS
5.2.1.3            GROWING POPULARITY OF WEARABLE DEVICES
5.2.2              RESTRAINTS
5.2.2.1            INSUFFICIENT DATABASE AND TECHNICAL PROBLEMS TO LEAD TO DISCREPANCIES AND FALSE RESULTS
5.2.2.2            HIGH PRODUCTION COST
5.2.3              OPPORTUNITIES
5.2.3.1            INCREASING DEMAND FOR IOT TECHNOLOGY AND APPLICATIONS
5.2.3.2            INCREASING GOVERNMENT INITIATIVES TO LEVERAGE BENEFITS OF EDR TECHNOLOGY
5.2.4              CHALLENGES
5.2.4.1            PRIVACY AND DATA BREACH ISSUES
5.2.4.2            ETHICAL ISSUES IN EDR TECHNOLOGY
5.3             CASE STUDY ANALYSIS
5.3.1              CASE STUDY 1: IBM HELPED NVISO CREATE CLOUD SYSTEM THAT ANALYZES FACIAL EXPRESSIONS
5.3.2              CASE STUDY 2: FACE RECOGNITION BY COGNITEC DEPLOYED IN VERIDOS EGATES AT BANGLADESH AIRPORT
5.3.3              CASE STUDY 3: AFFECTIVA HELPED GIPHY BRING EMOTIONS AND EXPRESSIONS TO DIGITAL COMMUNICATION   73
5.4             VALUE CHAIN ANALYSIS
・     FIGURE 16          VALUE CHAIN ANALYSIS: EMOTION AND DETECTION RECOGNITION MARKET
5.5             ECOSYSTEM ANALYSIS
・     FIGURE 17          EMOTION DETECTION AND RECOGNITION MARKET: ECOSYSTEM
・     TABLE 5              EMOTION DETECTION AND RECOGNITION MARKET ECOSYSTEM
5.6             PORTER’S FIVE FORCES ANALYSIS
・     FIGURE 18          PORTER’S FIVE FORCES ANALYSIS
・     TABLE 6              PORTER’S FIVE FORCES ANALYSIS
5.6.1              THREAT OF NEW ENTRANTS
5.6.2              THREAT OF SUBSTITUTES
5.6.3              BARGAINING POWER OF SUPPLIERS
5.6.4              BARGAINING POWER OF BUYERS
5.6.5              INTENSITY OF COMPETITIVE RIVALRY
5.7             PRICING ANALYSIS
5.7.1              AVERAGE SELLING PRICE, BY KEY PLAYER AND APPLICATION
・     TABLE 7              AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP APPLICATIONS (USD)
5.7.2              AVERAGE SELLING PRICE, BY SME PLAYER AND APPLICATION
・     TABLE 8              AVERAGE SELLING PRICES OF SMES FOR TOP THREE APPLICATIONS (USD)
5.8             TECHNOLOGY ANALYSIS
・     FIGURE 19          EMOTION DETECTION AND RECOGNITION MARKET: TECHNOLOGY ANALYSIS

5.8.1              EMOTION DETECTION AND RECOGNITION, ARTIFICIAL INTELLIGENCE, AND MACHINE LEARNING
5.8.2              EMOTION DETECTION AND RECOGNITION AND DEEP LEARNING TECHNOLOGY
5.8.3              ENHANCED USAGE OF EMOTION DETECTION AND RECOGNITION TECHNOLOGY IN AUTOMOBILES
5.8.4              EMOTION DETECTION AND RECOGNITION TECHNOLOGY IN HEALTHCARE
5.8.5              EMOTION RECOGNITION TECHNOLOGY FOR TRAINING SCENARIOS, SIMULATIONS, AND VIDEO GAMES
5.9             PATENT ANALYSIS
・     TABLE 9              EMOTION DETECTION AND RECOGNITION MARKET: PATENTS
・     FIGURE 20          PATENT ANALYSIS: EMOTION DETECTION AND RECOGNITION MARKET
5.10          TRENDS AND DISRUPTIONS IMPACTING BUYERS
・     FIGURE 21          TRENDS AND DISRUPTIONS IMPACTING BUYERS
5.11          TARIFF AND REGULATORY LANDSCAPE
5.11.1            INTRODUCTION
5.11.2            INFORMATION TECHNOLOGY (IT) ACT, 2000
5.11.3            GENERAL DATA PROTECTION REGULATION COMPLIANCE
5.11.4            HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.11.5            EUROPEAN NETWORK AND INFORMATION SECURITY AGENCY
・     TABLE 10            LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.12          KEY STAKEHOLDERS AND BUYING CRITERIA
5.12.1            KEY STAKEHOLDERS IN BUYING PROCESS
・     FIGURE 22          INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%)
・     TABLE 11            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%)
5.13          KEY CONFERENCES AND EVENTS, 2023
・     TABLE 12            DETAILED LIST OF CONFERENCES AND EVENTS, 2023

6      EMOTION DETECTION AND RECOGNITION MARKET,  BY TECHNOLOGY

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

7      EMOTION DETECTION AND RECOGNITION MARKET, BY HARDWARE

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

8      EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT

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

9      EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE

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

10   EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA

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

11   EMOTION DETECTION AND RECOGNITION MARKET, BY END USER

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

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

13   EMOTION DETECTION AND RECOGNITION MARKET, BY REGION

13.1          INTRODUCTION
・     FIGURE 28          ASIA PACIFIC TO GROW AT HIGHEST CAGR BY 2027
・     TABLE 73            EMOTION DETECTION AND RECOGNITION MARKET, BY REGION,  2016–2021 (USD MILLION)
・     TABLE 74            EMOTION DETECTION AND RECOGNITION MARKET, BY REGION,  2022–2027 (USD MILLION)
13.2          NORTH AMERICA
13.2.1            NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
13.2.2            NORTH AMERICA: RECESSION IMPACT
13.2.3            NORTH AMERICA: REGULATORY LANDSCAPE
・     FIGURE 29          NORTH AMERICA: MARKET SNAPSHOT
・     TABLE 75            NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 76            NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・     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)
・     TABLE 80            NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     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
13.2.4.1          PRESENCE OF MAJOR SOLUTION VENDORS AND HEAVY USAGE OF EDR SOLUTIONS IN GOVERNMENT SECTORS TO DRIVE MARKET
・     TABLE 87            US: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 88            US: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 89            US: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 90            US: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 91            US: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
・     TABLE 92            US: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
・     TABLE 93            US: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 94            US: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 95            US: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 96            US: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.2.5            CANADA
13.2.5.1          TECHNOLOGICAL ADVANCEMENT AND SEVERAL INITIATIVES TO ENCOURAGE GROWTH OF EDR TECHNOLOGY
・     TABLE 97            CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 98            CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 99            CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 100          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 101          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 102          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 103          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 104          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 105          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 106          CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.3          EUROPE
13.3.1            EUROPE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
13.3.2            EUROPE: RECESSION IMPACT
13.3.3            EUROPE: REGULATORY LANDSCAPE
・     TABLE 107          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 108          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 109          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 110          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 111          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 112          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 113          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 114          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 115          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 116          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
・     TABLE 117          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
・     TABLE 118          EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
13.3.4            UK
13.3.4.1          INCREASING ADOPTION OF EDR SOLUTIONS BY VARIOUS SECTORS TO BOOST MARKET
・     TABLE 119          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 120          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 121          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 122          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 123          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
・     TABLE 124          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
・     TABLE 125          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 126          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 127          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 128          UK: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.3.5            GERMANY
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)
・     TABLE 130          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 131          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 132          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 133          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 134          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 135          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 136          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 137          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 138          GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.3.6            NETHERLANDS
13.3.6.1          HIGH DEMAND FOR EDR SOLUTIONS BY SECURITY AUTHORITIES TO PROPEL MARKET GROWTH
・     TABLE 139          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 140          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 141          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 142          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 143          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 144          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 145          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 146          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 147          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 148          NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.3.7            REST OF EUROPE
・     TABLE 149          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 150          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 151          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
・     TABLE 152          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
・     TABLE 153          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 154          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 155          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION)
・     TABLE 156          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION)
・     TABLE 157          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
・     TABLE 158          REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
13.4          ASIA PACIFIC
13.4.1            ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
13.4.2            ASIA PACIFIC: RECESSION IMPACT
13.4.3            ASIA PACIFIC: REGULATORY LANDSCAPE
・     FIGURE 30          ASIA PACIFIC: MARKET SNAPSHOT
・     TABLE 159          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 160          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 161          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 162          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 163          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 164          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 165          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 166          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 167          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 168          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
・     TABLE 169          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY,  2016–2021 (USD MILLION)

・     TABLE 170          ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
13.4.4            CHINA
13.4.4.1          BEING EARLY TECHNOLOGY ADOPTER AND OFFERING INNOVATIVE EDR SOLUTIONS TO DRIVE MARKET
・     TABLE 171          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 172          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 173          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 174          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 175          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
・     TABLE 176          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
・     TABLE 177          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 178          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 179          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 180          CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.4.5            JAPAN
13.4.5.1          ADVANCED ECONOMY WITH INCREASED INVESTMENTS IN DEPLOYMENT AND DEVELOPMENT OF EDR SOLUTIONS TO BOOST MARKET
・     TABLE 181          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 182          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 183          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 184          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 185          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
・     TABLE 186          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
・     TABLE 187          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 188          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 189          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 190          JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.4.6            AUSTRALIA
13.4.6.1          BEING FASTEST DEVELOPING COUNTRY AND EARLY ADOPTER OF ADVANCED TECHNOLOGIES TO DRIVE MARKET
・     TABLE 191          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 192          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 193          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 194          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 195          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 196          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 197          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 198          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 199          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 200          AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.4.7            REST OF ASIA PACIFIC
・     TABLE 201          REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 202          REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2022–2027 (USD MILLION)
・     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)
・     TABLE 206          REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     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
13.5.1            MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
13.5.2            MIDDLE EAST & AFRICA: RECESSION IMPACT
13.5.3            MIDDLE EAST & AFRICA: REGULATORY LANDSCAPE
・     TABLE 211          MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 212          MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 213          MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY SOFTWARE, 2016–2021 (USD MILLION)
・     TABLE 214          MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY SOFTWARE, 2022–2027 (USD MILLION)
・     TABLE 215          MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 216          MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     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)
・     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
13.5.4.1          GROWING ADOPTION OF EDR SOLUTIONS BY PUBLIC AND PRIVATE ORGANIZATIONS TO DRIVE MARKET
・     TABLE 222          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 223          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 224          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 225          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 226          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 227          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 228          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 229          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 230          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 231          MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.5.5            AFRICA
13.5.5.1          ADOPTION OF EDR TECHNOLOGY TO TACKLE RISING CASES OF CYBERCRIMES TO PROPEL MARKET GROWTH
・     TABLE 232          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 233          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 234          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 235          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 236          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 237          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 238          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 239          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 240          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 241          AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.6          LATIN AMERICA
13.6.1            LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
13.6.2            LATIN AMERICA: RECESSION IMPACT
13.6.3            LATIN AMERICA: REGULATORY LANDSCAPE
・     TABLE 242          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 243          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 244          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
・     TABLE 245          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
・     TABLE 246          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 247          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 248          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)

・     TABLE 249          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION)
・     TABLE 250          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 251          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
・     TABLE 252          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
・     TABLE 253          LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
13.6.4            BRAZIL
13.6.4.1          RISING POPULARITY AND AWARENESS FOR EDR SOLUTIONS TO DRIVE MARKET
・     TABLE 254          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 255          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 256          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 257          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 258          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 259          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 260          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 261          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 262          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 263          BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.6.5            MEXICO
13.6.5.1          RISE IN DIGITIZATION AND INCREASED INTERNET PENETRATION TO BOOST MARKET
・     TABLE 264          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
・     TABLE 265          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
・     TABLE 266          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
・     TABLE 267          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
・     TABLE 268          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
・     TABLE 269          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 270          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2016–2021 (USD MILLION)
・     TABLE 271          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY END USER,  2022–2027 (USD MILLION)
・     TABLE 272          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
・     TABLE 273          MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
13.6.6            REST OF LATIN AMERICA
・     TABLE 274          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2016–2021 (USD MILLION)
・     TABLE 275          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2022–2027 (USD MILLION)
・     TABLE 276          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY SOFTWARE, 2016–2021 (USD MILLION)
・     TABLE 277          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY SOFTWARE, 2022–2027 (USD MILLION)
・     TABLE 278          REST OF LATIN AMERICA: EDR MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
・     TABLE 279          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA, 2022–2027 (USD MILLION)
・     TABLE 280          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY END USER, 2016–2021 (USD MILLION)
・     TABLE 281          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY END USER, 2022–2027 (USD MILLION)
・     TABLE 282          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY VERTICAL, 2016–2021 (USD MILLION)
・     TABLE 283          REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY VERTICAL, 2022–2027 (USD MILLION)

14   COMPETITIVE LANDSCAPE

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

15   COMPANY PROFILES

15.1          KEY PLAYERS
(BUSINESS OVERVIEW, PRODUCTS/SOLUTIONS/SERVICES OFFERED, RECENT DEVELOPMENTS, MNM VIEW, RIGHT TO WIN, STRATEGIC CHOICES, AND WEAKNESSES AND COMPETITIVE THREATS)*
15.1.1            NEC
・     TABLE 292          NEC: BUSINESS OVERVIEW
・     FIGURE 38          NEC: COMPANY SNAPSHOT
・     TABLE 293          NEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 294          NEC: PRODUCT LAUNCHES
・     TABLE 295          NEC: DEALS
15.1.2            IBM
・     TABLE 296          IBM: BUSINESS OVERVIEW
・     FIGURE 39          IBM: COMPANY SNAPSHOT
・     TABLE 297          IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 298          IBM: PRODUCT LAUNCHES
・     TABLE 299          IBM: DEALS
15.1.3            MICROSOFT
・     TABLE 300          MICROSOFT: BUSINESS OVERVIEW    271
・     FIGURE 40          MICROSOFT: COMPANY SNAPSHOT  272
・     TABLE 301          MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 302          MICROSOFT: PRODUCT LAUNCHES   275
・     TABLE 303          MICROSOFT: DEALS
15.1.4            APPLE
・     TABLE 304          APPLE: BUSINESS OVERVIEW
・     FIGURE 41          APPLE: COMPANY SNAPSHOT
・     TABLE 305          APPLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 306          APPLE: PRODUCT LAUNCHES
・     TABLE 307          APPLE: DEALS
15.1.5            GOOGLE
・     TABLE 308          GOOGLE: BUSINESS OVERVIEW
・     FIGURE 42          GOOGLE: COMPANY SNAPSHOT
・     TABLE 309          GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 310          GOOGLE: DEALS
15.1.6            TOBII
・     TABLE 311          TOBII: BUSINESS OVERVIEW
・     FIGURE 43          TOBII: COMPANY SNAPSHOT
・     TABLE 312          TOBII: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 313          TOBII: PRODUCT LAUNCHES
・     TABLE 314          TOBII: DEALS
15.1.7            AFFECTIVA
・     TABLE 315          AFFECTIVA: BUSINESS OVERVIEW    290
・     TABLE 316          AFFECTIVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 317          AFFECTIVA: PRODUCT LAUNCHES   291
・     TABLE 318          AFFECTIVA: DEALS
15.1.8            ELLIPTIC LABS
・     TABLE 319          ELLIPTIC LABS: BUSINESS OVERVIEW
・     FIGURE 44          ELLIPTIC LABS: COMPANY SNAPSHOT
・     TABLE 320          ELLIPTIC LABS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 321          ELLIPTIC LABS: PRODUCT LAUNCHES
・     TABLE 322          ELLIPTIC LABS: DEALS
15.1.9            INTEL
・     TABLE 323          INTEL: BUSINESS OVERVIEW
・     FIGURE 45          INTEL: COMPANY SNAPSHOT
・     TABLE 324          INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 325          INTEL: PRODUCT LAUNCHES
・     TABLE 326          INTEL: DEALS
15.1.10         COGNITEC
・     TABLE 327          COGNITEC: BUSINESS OVERVIEW    299
・     TABLE 328          COGNITEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 329          COGNITEC: PRODUCT LAUNCHES   300
・     TABLE 330          COGNITEC: DEALS
15.1.11         NVISO
・     TABLE 331          NVISO: BUSINESS OVERVIEW
・     TABLE 332          NVISO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 333          NVISO: PRODUCT LAUNCHES
・     TABLE 334          NVISO: DEALS
15.1.12         NOLDUS
・     TABLE 335          NOLDUS: BUSINESS OVERVIEW
・     TABLE 336          NOLDUS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
・     TABLE 337          NOLDUS: PRODUCT LAUNCHES
・     TABLE 338          NOLDUS: DEALS
15.2          OTHER PLAYERS
15.2.1            GESTURETEK
15.2.2            IMOTIONS
15.2.3            NUMENTA
15.2.4            POINTGRAB
15.2.5            AYONIX
15.2.6            PYREOS
15.2.7            EYERIS
15.2.8            BEYOND VERBAL
15.2.9            KAIROS
15.2.10         SENTIANCE
15.2.11         RAYDIANT
15.2.12         SONY DEPTHSENSING SOLUTIONS
*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

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

17   APPENDIX

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