감정 검출 및 인식 시장 : 2027년까지의 세계 예측

출판: MarketsandMarkets(마켓츠앤드마켓츠)출판년월:2022년03월

감정 검출 및 인식 시장: 컴포넌트[소프트웨어(얼굴 표정 인식, 언어 및 음성 인식), 서비스], 응용 범위, 최종 사용자, 업종, 지역별 – 2027년까지의 세계 예측

Emotion Detection and Recognition Market with COVID-19 Analysis, by Component (Software (Facial Expression Recognition, Speech & Voice Recognition), Services), Application Area, End User, Vertical and Region – Global Forecast to 2027

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세계의 감정 검출 및 인식 시장은 2022년 동안 236억 달러, 2027년까지는 433억 달러에 이르며, 예측 기간에 연평균 성장률(CAGR) 12.9%로 성장할 것으로 예측。

MarketsandMarkets「감정 감지 및 인식 시장: 구성 요소 [소프트웨어(얼굴 표정 인식, 언어 및 음성 인식), 서비스], 응용 범위, 최종 사용자, 수직, 지역별 – 2027년까지의 세계 예측 – Emotion Detection and Recognition Market with COVID-19 Analysis, by Component (Software (Facial Expression Recognition, Speech & Voice Recognition), Services), Application Area, End User, Vertical and Region – Global Forecast to 2027」는 세계의 감정 검출 및 감정 인식 시장을 조사하여 주요 세그먼트별로 실시한 분석 및 예측 결과를 제공합니다。

MarketsandMarkets 분석 포인트

  • 성장 촉진 요인: 음성 인식 시스템의 정확성 향상
  • 저해 요인: 정감각 및 인식 시스템 제조 비용이 높고 눈에 띄지 않는 투자 대 효과
  • 기회: 자동차 산업에서 치열해지는 감정 감지 및 인식 기술에 대한 수요
  • 과제: 상대적으로 미개척된 복잡한 감정 분류

조사 범위

  • 기술
    • 기능 감지 및 3D 모델링
    • 바이오센서 기술
    • 자연 언어 처리(NLP)
    • 기계 학습(기계 학습/ML)
    • 기타 기술(기록 관리 기술, 빅데이터 분석 및 기타 미들웨어 기술)
  • 구성요소
    • 소프트웨어
    • 서비스
  • 소프트웨어
    • 표정 인식
    • 바이오센싱 솔루션 및 애플리케이션
    • 언어 및 음성 인식
    • 제스처 및 자세 인식
  • 응용 범위
    • 구명 구급
    • 마케팅 및 광고
    • 법 집행, 모니터링, 모니터링
    • 엔터테인먼트 및 가전
    • 기타 적용 범위(로보틱스 및 전자 학습)
  • 최종 사용자
    • 기업
    • 방위 및 보안 당국
    • 상업
    • 산업
    • 기타 최종 사용자(웨어러블 기기 사용자, 휴대전화, 독립 기관)
  • 수직 시장
    • 교육 및 조사 연구
    • 미디어 및 엔터테인먼트
    • IT 및 ITES
    • 의료 및 사회부조
    • 통신
    • 소매업 및 전자상거래
    • 자동차
    • BFSI
    • 기타 수직 시장
  • 지역
    • 북미
      • 미국
      • 캐나다
    • 유럽
      • 영국
      • 독일
      • 네덜란드
      • 기타 유럽 국가(프랑스, 러시아, 스위스)
    • 아시아 태평양 지역
      • 중국
      • 일본
      • 오스트레일리아
      • 다른 아시아 국가(인도, 뉴질랜드, 싱가포르
    • 다른 지역(중동 및 아프리카, 라틴 아메리카)

The global emotion detection and recognition market size is projected to grow from USD 23.6 billion in 2022 to USD 43.3 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.9% 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.

COVID-19 Impact on the Emotion Detection and Recognition Market
Amidst the COVID-19 pandemic crisis, various governments and regulatory authorities mandate both public and private organizations to embrace new practices for working remotely and maintaining social distancing. Since then, the digital ways of doing business became the new Business Continuity Plan (BCP) for various organizations.

  • Rise in government initiatives on technology advancements in AI for security and public safety during COVID-19.
  • Increase in demand in telehealth systems to drive the demand for affective computing technology adoption
  • Emerging touchless identity verification systems to increase the demand for affective computing systems

Emotion Detection and Recognition Market Dynamics

Drivers: The market for speech and voice recognition technology for consumers and enterprises has witnessed rapid development due to recent advancements in the accuracy of voice recognition systems. Speech recognition is used in various application areas, such as call centers, to classify calls according to the voice tone and analyze the emotions of customer-based on the pitch of their tone. Beyond Verbal, a leading player in voice and speech recognition, transforms voice intonations to vocal biomarkers with features such as passive, continuous, non-invasive, and cost-effective. With the help of the speech spectrum, children diagnosed with autism and emotional abnormalities are being treated.

Restraints: The cost incurred in manufacturing emotion detection and recognition systems is higher, and the tangible return on investment (RoI) is low. This factor acts as a major barrier to the growth of the emotion detection and recognition market, as most enabling technologies, such as wearable computing and gesture recognition, witness high development costs. Thus, companies that lack financial resources do not opt for the platform, despite their interest in increasing the overall productivity using these solutions.

Opportunity: Automotive is another industry where emotion detection and recognition technologies witness high demand. Not only do these technologies detect how tired or distracted the driver is, but they also create a comfortable, wholesome driving experience. In the long run, with the advancement of emotion detection and recognition technologies, these solutions will be widely used on the Internet of Things (IoT) and Smart Home/City. This is also relevant to the gaming industry.

Challenges: Classifying complex categorical emotions has been a relatively unexplored area of the emotion detection and recognition market. An important consideration in automated emotion classification is the choice of features to extract. Facial expressions and head motions are important modalities used by people to communicate their mental states to others. The differences between dynamic facial expressions are impossible to communicate back to the user without additional processing.

By software, the facial expression recognition segment to grow at the highest CAGR during the forecast period

Facial expressions are a mixture of an individual’s cognitive state, intention, personality, and psychology and are quite often used to communicate messages in interpersonal relationships. Facial expressions are also gestures that are extremely helpful in responding to a particular speech. Facial recognition software is an integral part of the emotion detection and recognition system as it enables the identification of emotions or responses from facial expressions and generates real-time results.

By region, North America to account for the highest market share during the forecast period

North America has the presence of several prominent market players delivering advanced solutions to all the end users in the regions. Owing to their strong economies, the US and Canada are expected to be major contributors to the growth of the emotion detection and recognition market. Apart from this factor, the geographical presence, strategic investments, partnerships, and significant Research and Development (R&D) activities are contributing to the hefty deployments of emotion detection and recognition solutions. Key pure play vendors, such as Affectiva, Kairos, and Eyeris, along with several startups in the region, offer enhanced emotion detection and recognition solutions to cater to the needs of customers. Such factors are expected to fuel the growth of the global emotion detection and recognition market in North America.

Key Market Players

Key vendors offering emotion detection and recognition solutions include NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), Tobii (Sweden), Affectiva (US), Elliptic Labs (Norway), Intel (US), Cognitec (Germany), NVISO (Switzerland), and Noldus (Netherlands). 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.

Based on Technology:

  • Feature Extraction and 3D Modelling
  • Biosensors Technology
  • Natural Learning Processing (NLP)
  • Machine Learning (ML)
  • Other Technologies (records management technology, big data analytics, and other middleware tech)

Based on Component:

  • Software
  • Services

Based on Software:

  • Facial Expression Recognition
  • Biosensing Solutions and Apps
  • Speech and Voice Recognition
  • Gesture and Posture Recognition

Based on Application areas:

  • Medical Emergency
  • Marketing and Advertising
  • Law Enforcement, Surveillance, and Monitoring
  • Entertainment and Consumer Electronics
  • Other Application areas (robotics and eLearning)

Based on End Users:

  • Enterprises
  • Defense and Security Agency
  • Commercial
  • Industrial
  • Other End User (people using wearable devices, mobile phones, and independent institutions)

Based on Verticals:

  • Academia and Research
  • Media and Entertainment
  • IT and ITES
  • Healthcare and Social Assistance
  • Telecommunications
  • Retail and eCommerce
  • Automotive
  • BFSI
  • Other Verticals

Based on the region:

  • North America
    • United States (US)
    • Canada
  • Europe
    • United Kingdom (UK)
    • Germany
    • The Netherlands
    • Rest of Europe (France, Russia, and Switzerland)
  • APAC
    • China
    • Japan
    • Australia
    • Rest of APAC (India, New Zealand, and Singapore)
  • RoW (Middle East and Africa [MEA] and Latin America)

Recent Developments

  • In February 2022, NEC has strengthened its strategic collaboration with SAP to accelerate NEC’s corporate transformation (CX) and to co-create business opportunities. It will utilize the latest SAP solutions to accelerate CX, based on the results of the reforms it has made using SAP solutions. Through this, NEC aims to achieve data-driven management, respond flexibly to changes in the business environment, and maximize the capabilities of its employees.
  • In February 2022, IBM acquired Neudesic, a leading US cloud services consultancy specializing primarily in the Microsoft Azure platform, along with bringing skills in multicloud. This acquisition will significantly expand IBM’s portfolio of hybrid multicloud services and further advance the company’s hybrid cloud and AI strategy.
  • In November 2021, Kyndryl and Microsoft announced a landmark global strategic partnership that will combine their market-leading capabilities in service of enterprise customers. The deal with Microsoft is Kyndryl’s first since recently becoming an independent public company and provides incremental multi-billion-dollar revenue opportunities for the two companies.
  • In November 2021, Tobii confirmed that Microsoft implemented support of Tobii Eye Tracker 5 and Tobii Horizon in Flight Simulator. Tobii Eye Tracker 5, engineered for PC gamers, translates the player’s eye and head movements into data to enable new levels of game control, game analytics, and streaming. For games like Flight Simulator, where situational awareness makes all the difference, the integration allows users to immerse themselves in the plane’s cockpit and take command as a pilot.
  • In August 2021, Apple acquired Primephonic, the renowned classical music streaming service that offers an outstanding listening experience with search and browse functionality optimized for classical, premium-quality audio, handpicked expert recommendations, and extensive contextual details on repertoire and recordings.

Frequently Asked Questions (FAQ):

What are the opportunities in the global emotion detection and recognition market?

Increasing government initiatives to leverage benefits of emotion detection and recognition technology, growing demand in the automotive ai industry and growing partnerships and widening ecosystems are market opportunities.

What are the restraining factors that will impact the market?

High production cost of emotion detection and recognition systems and oligopoly in the development of the speech and voice recognition technologies using neural networks restricting its use for cloud-based services.

Which region is expected to show the highest market share in the Emotion detection and recognition market?

North America is expected to account for the largest market share during the forecast period.

What are the major market players covered in the report?

Major vendors, namely, include NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), Tobii (Sweden), Affectiva (US), Elliptic Labs (Norway), Intel (US), Cognitec (Germany), NVISO (Switzerland), Noldus (Netherlands), Gesturetek (Canada), iMotions (Denmark), Numenta (US), PointGrab (Israel), Ayonix (Japan), Pyreos (UK), Eyeris (US), Beyond Verbal (Israel), Kairos (US), Sentiance (Belgium), SightCorp (Holland), Crowd Emotion (UK), and Sony Depthsense Solutions (Belgium).

What is the current size of the global emotion detection and recognition market?

The global emotion detection and recognition market size is projected to grow from USD 23.6 billion in 2022 to USD 43.3 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.9% during the forecast period. .


목차

TABLE OF CONTENTS

1 INTRODUCTION (Page No. – 30)
    1.1 INTRODUCTION TO COVID-19
1.2 COVID-19 HEALTH ASSESSMENT
FIGURE 1 COVID-19: THE GLOBAL PROPAGATION
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
1.3 COVID-19 ECONOMIC ASSESSMENT
FIGURE 3 REVISED GDP FORECASTS FOR SELECT G20 COUNTRIES IN 2020
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
1.4 OBJECTIVES OF THE STUDY
1.5 MARKET DEFINITION
1.5.1 INCLUSIONS AND EXCLUSIONS
1.6 MARKET SCOPE
1.6.1 MARKET SEGMENTATION
1.6.2 REGIONS COVERED
1.6.3 YEARS CONSIDERED FOR THE STUDY
1.7 CURRENCY CONSIDERED
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2020
1.8 STAKEHOLDERS
1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. – 41)
2.1 RESEARCH DATA
FIGURE 6 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 7 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 8 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOFTWARE/SERVICES OF THE EDR MARKET
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOFTWARE/SERVICES OF EDR
2.4 MARKET FORECAST
TABLE 2 FACTOR ANALYSIS
2.5 ASSUMPTIONS FOR THE STUDY
TABLE 3 ASSUMPTIONS FOR THE STUDY
2.6 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY (Page No. – 49)
TABLE 4 EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH, 2016–2021 (USD MILLION, Y-O-Y%)
TABLE 5 MARKET SIZE AND GROWTH, 2022–2027 (USD MILLION, Y-O-Y%)
FIGURE 10 NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE IN 2022

4 PREMIUM INSIGHTS (Page No. – 52)
    4.1 BRIEF OVERVIEW OF THE EMOTION DETECTION AND RECOGNITION MARKET
FIGURE 11 ACCRETION OF AI, ML, AND NLP TECHNOLOGIES TO DRIVE THE ADOPTION OF EMOTION DETECTION AND RECOGNITION SOLUTIONS
4.2 MARKET SHARE OF TOP THREE VERTICALS AND REGIONS, 2022
FIGURE 1 HEALTHCARE AND SOCIAL ASSISTANCE SEGMENT AND NORTH AMERICA TO HOLD THE LARGEST MARKET SHARES IN 2022
4.3 MARKET, BY COMPONENT, 2022–2027
FIGURE 2 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SHARE DURING THE FORECAST PERIOD
4.4 MARKET, BY SOFTWARE, 2022–2027
FIGURE 3 BIOSENSING SOLUTIONS AND APPS SEGMENT TO HOLD THE LARGEST MARKET SHARE IN 2022
4.5 MARKET, BY END USER, 2022–2027
FIGURE 4 DEFENSE AND SECURITY AGENCY SEGMENT TO HOLD THE LARGEST MARKET SHARE IN 2022
4.6 MARKET INVESTMENT SCENARIO, BY REGION
FIGURE 5 APAC TO EMERGE AS THE BEST MARKET FOR INVESTMENTS IN THE NEXT FIVE YEARS

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. – 56)
    5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 6 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EMOTION DETECTION AND RECOGNITION MARKET
5.2.1 DRIVERS
5.2.1.1 Accretion of speech-based emotion detection systems to analyze emotional states
5.2.1.2 Adoption of IoT, AI, ML, and deep learning technologies worldwide to increase demand
5.2.1.3 Rising need for socially intelligent artificial agents
5.2.2 RESTRAINTS
5.2.2.1 High production cost of emotion detection and recognition systems
5.2.2.2 Oligopoly in the development of the speech and voice recognition technologies using neural networks restricting their use for cloud-based services
5.2.3 OPPORTUNITIES
5.2.3.1 Increasing government initiatives to leverage benefits of emotion detection and recognition technology
5.2.3.2 Growing demand in the automotive AI industry
5.2.3.3 Growing partnerships and widening ecosystems
5.2.4 CHALLENGES
5.2.4.1 Complex systems for emotion recognition
5.2.4.2 Lack of awareness, knowledge, and technical skills among IT experts of an organization
5.2.4.3 Threat of privacy and data breach
5.3 MARKET DYNAMICS DURING THE COVID-19 OUTBREAK
5.3.1 DRIVERS AND OPPORTUNITIES
5.3.2 RESTRAINTS AND CHALLENGES
5.4 USE CASES
5.4.1 AFFECTIVA HELPED GIPHY TO BRING EMOTIONS AND EXPRESSIONS TO DIGITAL COMMUNICATION
5.4.2 AFFECTIVA HELPED PEPPY PALS TO DEVELOP EDUCATIONAL APPS WITH SOCIAL AND EMOTIONAL INTELLIGENCE (SEL/EQ)
5.4.3 IBM HELPED NVISO TO BUILD A CLOUD SOLUTION THAT ANALYZES FACIAL EXPRESSIONS
5.4.4 NEC HELPED THE SYDNEY COLISEUM THEATRE BY PROVIDING VENUE SOLUTIONS, INCLUDING FACIAL RECOGNITION, DISPLAY, AND NETWORK INFRASTRUCTURE
5.5 VALUE CHAIN
FIGURE 7 EMOTION DETECTION AND RECOGNITION MARKET: VALUE CHAIN
5.6 MARKET ECOSYSTEM
FIGURE 8 MARKET ECOSYSTEM
TABLE 6 MARKET ECOSYSTEM
5.7 TECHNOLOGY ANALYSIS
FIGURE 9 MARKET: TECHNOLOGY ANALYSIS
5.7.1 EMOTION DETECTION AND RECOGNITION AND AI AND ML
5.7.2 EMOTION DETECTION AND RECOGNITION AND DEEP LEARNING TECHNOLOGY
5.7.3 EMOTION DETECTION AND RECOGNITION AND IN-CABIN SENSING TECHNOLOGY
5.8 PORTER’S FIVE FORCES MODEL ANALYSIS
FIGURE 10 PORTER’S FIVE FORCES ANALYSIS: EMOTION DETECTION AND RECOGNITION MARKET
TABLE 7 PORTER’S FIVE FORCES IMPACT ANALYSIS
5.8.1 THREAT FROM NEW ENTRANTS
5.8.2 BARGAINING POWER OF SUPPLIERS
5.8.3 BARGAINING POWER OF BUYERS
5.8.4 THREAT OF SUBSTITUTES
5.8.5 INTENSITY OF COMPETITION RIVALRY
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA
5.9.1 KEY STAKEHOLDERS IN THE BUYING PROCESS
FIGURE 11 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS (%)
TABLE 8 INFLUENCE OF STAKEHOLDERS IN THE BUYING PROCESS (%)
5.10 PRICING MODEL ANALYSIS
5.10.1 AVERAGE SELLING PRICES OF KEY PLAYERS, BY APPLICATION
TABLE 9 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP APPLICATIONS (USD)
5.10.2 AVERAGE SELLING PRICES OF SME PLAYERS, BY APPLICATION
TABLE 10 AVERAGE SELLING PRICES OF SMES FOR TOP 3 APPLICATIONS (USD)
5.11 PATENT ANALYSIS
FIGURE 12 PATENT ANALYSIS: EMOTION DETECTION AND RECOGNITION MARKET
5.12 TRENDS/DISRUPTIONS IMPACTING THE CUSTOMER’S BUSINESS
FIGURE 13 TRENDS/DISRUPTIONS IMPACTING THE CUSTOMER’S BUSINESS: MARKET
5.13 TARIFF AND REGULATORY LANDSCAPE
5.13.1 INFORMATION TECHNOLOGY (IT) ACT, 2000
5.13.2 GENERAL DATA PROTECTION REGULATION COMPLIANCE
5.13.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT (HIPAA)
5.13.4 EUROPEAN NETWORK AND INFORMATION SECURITY AGENCY (ENISA)
5.13.5 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
5.14 KEY CONFERENCES & EVENTS IN 2022-2023
TABLE 12 MARKET: LIST OF CONFERENCES & EVENTS

6 EMOTION DETECTION AND RECOGNITION MARKET, BY TECHNOLOGY (Page No. – 84)
6.1 INTRODUCTION
6.2 FEATURE EXTRACTION AND 3D MODELING
6.2.1 FEATURE EXTRACTION AND 3D MODELING: MARKET DRIVERS
6.2.2 FEATURE EXTRACTION AND 3D MODELING: COVID-19 IMPACT
6.3 BIOSENSORS TECHNOLOGY
6.3.1 BIOSENSORS TECHNOLOGY: MARKET DRIVERS
6.3.2 BIOSENSORS TECHNOLOGY: COVID-19 IMPACT
6.4 NATURAL LANGUAGE PROCESSING
6.4.1 NATURAL LANGUAGE PROCESSING: MARKET DRIVERS
6.4.2 NATURAL LANGUAGE PROCESSING: COVID-19 IMPACT
6.5 MACHINE LEARNING
6.5.1 MACHINE LEARNING: MARKET DRIVERS
6.5.2 MACHINE LEARNING: COVID-19 IMPACT
6.6 OTHER TECHNOLOGIES

7 EMOTION DETECTION AND RECOGNITION MARKET, BY HARDWARE (Page No. – 89)
7.1 INTRODUCTION
7.2 SENSORS
7.2.1 SENSORS: MARKET DRIVERS
7.2.2 SENSORS: COVID-19 MARKET DRIVERS
7.3 CAMERAS
7.3.1 CAMERAS: MARKET DRIVERS
7.3.2 CAMERAS: COVID-19 IMPACT
7.4 STORAGE DEVICES AND PROCESSORS
7.4.1 STORAGE DEVICES AND PROCESSORS: MARKET DRIVERS
7.4.2 STORAGE DEVICES AND PROCESSORS: COVID-19 MARKET DRIVERS
7.5 OTHERS

8 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT (Page No. – 93)
    8.1 INTRODUCTION
FIGURE 14 SERVICES SEGMENT TO WITNESS A HIGHER CAGR DURING THE FORECAST PERIOD
TABLE 13 MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 14 MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
8.2 SOFTWARE
8.2.1 SOFTWARE: EMOTION RECOGNITION AND RECOGNITION MARKET DRIVERS
8.2.2 SOFTWARE: COVID-19 IMPACT
TABLE 15 SOFTWARE MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 16 SOFTWARE MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
8.3 SERVICES
8.3.1 SERVICES:                     TABLE 17 SERVICES MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 18 SERVICES MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
8.3.3 PROFESSIONAL SERVICES
8.3.4 MANAGED SERVICES

9 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE (Page No. – 99)
9.1 INTRODUCTION
FIGURE 15 FACIAL EXPRESSION RECOGNITION SEGMENT TO RECORD THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 19 MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 20 MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
9.2 FACIAL EXPRESSION RECOGNITION
9.2.1 FACIAL EXPRESSION RECOGNITION: MARKET DRIVERS
9.2.2 FACIAL EXPRESSION RECOGNITION: COVID-19 IMPACT
TABLE 21 FACIAL EXPRESSION RECOGNITION MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 22 FACIAL EXPRESSION RECOGNITION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
9.3 BIOSENSING SOLUTIONS AND APPS
9.3.1 BIOSENSING SOLUTIONS AND APPS: MARKET DRIVERS
9.3.2 BIOSENSING SOLUTIONS AND APPS: COVID-19 IMPACT
TABLE 23 BIOSENSING SOLUTIONS AND APPS MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 24 BIOSENSING SOLUTIONS AND APPS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
9.4 SPEECH AND VOICE RECOGNITION
9.4.1 SPEECH AND VOICE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
9.4.2 SPEECH AND VOICE RECOGNITION: COVID-19 IMPACT
TABLE 25 SPEECH AND VOICE RECOGNITION MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 26 SPEECH AND VOICE RECOGNITION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
9.5 GESTURE AND POSTURE RECOGNITION
9.5.1 GESTURE AND POSTURE RECOGNITION: MARKET DRIVERS
9.5.2 GESTURE AND POSTURE RECOGNITION: COVID-19 IMPACT
TABLE 27 GESTURE AND POSTURE RECOGNITION MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 28 GESTURE AND POSTURE RECOGNITION MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)

10 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA (Page No. – 108)
     10.1 INTRODUCTION
FIGURE 16 MEDICAL EMERGENCY SEGMENT TO RECORD THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
TABLE 29 MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 30 MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
10.2 MEDICAL EMERGENCY
10.2.1 MEDICAL EMERGENCY: MARKET DRIVERS
10.2.2 MEDICAL EMERGENCY: COVID-19 IMPACT
TABLE 31 MEDICAL EMERGENCY MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 32 MEDICAL EMERGENCY MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
10.3 MARKETING AND ADVERTISING
10.3.1 MARKETING AND ADVERTISING: MARKET DRIVERS
10.3.2 MARKETING AND ADVERTISING: COVID-19 IMPACT
TABLE 33 MARKETING AND ADVERTISING MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 34 MARKETING AND ADVERTISING MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
10.4 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING
10.4.1 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
10.4.2 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: COVID-19 IMPACT
TABLE 35 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 36 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
10.5 ENTERTAINMENT AND CONSUMER ELECTRONICS
10.5.1 ENTERTAINMENT AND CONSUMER ELECTRONICS: MARKET DRIVERS
TABLE 37 ENTERTAINMENT AND CONSUMER ELECTRONICS MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 38 ENTERTAINMENT AND CONSUMER ELECTRONICS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
10.6 OTHER APPLICATION AREAS
TABLE 39 OTHER APPLICATION AREAS MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 40 OTHER APPLICATION AREAS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)

11 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER (Page No. – 118)
     11.1 INTRODUCTION
FIGURE 17 COMMERCIAL SEGMENT TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 41 MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 42 MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
11.2 ENTERPRISES
11.2.1 ENTERPRISES: MARKET DRIVERS
11.2.2 ENTERPRISES: COVID-19 MARKET DRIVERS
TABLE 43 ENTERPRISES MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 44 ENTERPRISES MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
11.3 DEFENSE AND SECURITY AGENCY
11.3.1 DEFENSE AND SECURITY AGENCY: MARKET DRIVERS
11.3.2 DEFENSE AND SECURITY AGENCY: COVID-19 IMPACT
TABLE 45 DEFENSE AND SECURITY AGENCY MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 46 DEFENSE AND SECURITY AGENCY MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
11.4 COMMERCIAL
11.4.1 COMMERCIAL: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
11.4.2 COMMERCIAL: COVID-19 IMPACT
TABLE 47 COMMERCIAL MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 48 COMMERCIAL MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
11.5 INDUSTRIAL
11.5.1 INDUSTRIAL: MARKET DRIVERS
11.5.2 INDUSTRIAL: COVID-19 IMPACT
TABLE 49 INDUSTRIAL MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 50 INDUSTRIAL MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
11.6 OTHER END USERS
TABLE 51 OTHER END USERS MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 52 OTHER END USERS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)

12 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL (Page No. – 128)
12.1 INTRODUCTION
FIGURE 18 MEDIA AND ENTERTAINMENT SEGMENT TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
TABLE 53 MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 54 MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
12.2 ACADEMIA AND RESEARCH
12.2.1 ACADEMIA AND RESEARCH: MARKET DRIVERS
12.2.2 ACADEMIA AND RESEARCH: COVID-19 IMPACT
TABLE 55 ACADEMIA AND RESEARCH MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 56 ACADEMIA AND RESEARCH MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.3 MEDIA AND ENTERTAINMENT
12.3.1 MEDIA AND ENTERTAINMENT: MARKET DRIVERS
12.3.2 MEDIA AND ENTERTAINMENT: COVID-19 IMPACT
TABLE 57 MEDIA AND ENTERTAINMENT MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 58 MEDIA AND ENTERTAINMENT MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.4 IT AND ITES
12.4.1 IT AND ITES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
12.4.2 IT AND ITES: COVID-19 IMPACT
TABLE 59 IT AN ITES MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 60 IT AND ITES MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.5 HEALTHCARE AND SOCIAL ASSISTANCE
12.5.1 HEALTHCARE AND SOCIAL ASSISTANCE: MARKET DRIVERS
12.5.2 HEALTHCARE AND SOCIAL ASSISTANCE: COVID-19 IMPACT
TABLE 61 HEALTHCARE AND SOCIAL ASSISTANCE MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 62 HEALTHCARE AND SOCIAL ASSISTANCE MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.6 TELECOMMUNICATIONS
12.6.1 TELECOMMUNICATIONS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
12.6.2 TELECOMMUNICATIONS: COVID-19 IMPACT
TABLE 63 TELECOMMUNICATIONS MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 64 TELECOMMUNICATIONS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.7 RETAIL AND E-COMMERCE
12.7.1 RETAIL AND E-COMMERCE: MARKET DRIVERS
12.7.2 RETAIL AND E-COMMERCE: COVID-19 IMPACT
TABLE 65 RETAIL AND ECOMMERCE MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 66 RETAIL AND E-COMMERCE MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.8 AUTOMOTIVE
12.8.1 AUTOMOTIVE: MARKET DRIVERS
12.8.2 AUTOMOTIVE: COVID-19 IMPACT
TABLE 67 AUTOMOTIVE MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 68 AUTOMOTIVE MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.9 BANKING, FINANCIAL SERVICES, AND INSURANCE
12.9.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
12.9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: COVID-19 IMPACT
TABLE 69 BFSI MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 70 BFSI MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
12.10 OTHER VERTICALS
TABLE 71 OTHER VERTICALS MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 72 OTHER VERTICALS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)

13 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION (Page No. – 146)
     13.1 INTRODUCTION
FIGURE 19 ASIA PACIFIC MARKET TO GROW AT THE HIGHEST CAGR FROM 2022 TO 2027
TABLE 73 MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 74 MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
13.2 NORTH AMERICA
13.2.1 NORTH AMERICA: MARKET DRIVERS
13.2.2 NORTH AMERICA: COVID-19 IMPACT
13.2.3 NORTH AMERICA: REGULATORY LANDSCAPE
FIGURE 20 NORTH AMERICA: MARKET SNAPSHOT
TABLE 75 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 76 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 77 NORTH AMERICA: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 78 NORTH AMERICA: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 79 NORTH AMERICA: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 80 NORTH AMERICA: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 81 NORTH AMERICA: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 82 NORTH AMERICA: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 83 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 84 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
TABLE 85 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION)
TABLE 86 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)
13.2.4 UNITED STATES
TABLE 87 UNITED STATES: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 88 UNITED STATES: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 89 UNITED STATES: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 90 UNITED STATES: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 91 UNITED STATES: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 92 UNITED STATES: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 93 UNITED STATES: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 94 UNITED STATES: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 95 UNITED STATES: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 96 UNITED STATES: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.2.5 CANADA
TABLE 97 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 98 CANADA: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 99 CANADA: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 100 CANADA: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 101 CANADA: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 102 CANADA: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 103 CANADA: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 104 CANADA: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 105 CANADA: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 106 CANADA: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.3 EUROPE
13.3.1 EUROPE: MARKET DRIVERS
13.3.2 EUROPE: COVID-19 IMPACT
13.3.3 EUROPE: REGULATORY LANDSCAPE
TABLE 107 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 108 EUROPE: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 109 EUROPE: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 110 EUROPE: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 111 EUROPE: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 112 EUROPE: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 113 EUROPE: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 114 EUROPE: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 115 EUROPE: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 116 EUROPE: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
TABLE 117 EUROPE: MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION)
TABLE 118 EUROPE: MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)
13.3.4 UNITED KINGDOM
TABLE 119 UNITED KINGDOM: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 120 UNITED KINGDOM: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 121 UNITED KINGDOM: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 122 UNITED KINGDOM: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 123 UNITED KINGDOM: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 124 UNITED KINGDOM: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 125 UNITED KINGDOM: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 126 UNITED KINGDOM: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 127 UNITED KINGDOM: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 128 UNITED KINGDOM: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.3.5 GERMANY
TABLE 129 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 130 GERMANY: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 131 GERMANY: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 132 GERMANY: MARKET SIZE, BY SOFTWARE, 2022–2027(USD MILLION)
TABLE 133 GERMANY: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 134 GERMANY: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 135 GERMANY: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 136 GERMANY: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 137 GERMANY: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 138 GERMANY: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.3.6 NETHERLANDS
TABLE 139 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 140 NETHERLANDS: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 141 NETHERLANDS: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 142 NETHERLANDS: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 143 NETHERLANDS: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 144 NETHERLANDS: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 145 NETHERLANDS: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 146 NETHERLANDS: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 147 NETHERLANDS: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 148 NETHERLANDS: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.3.7 REST OF EUROPE
TABLE 149 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 150 REST OF EUROPE: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 151 REST OF EUROPE: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 152 REST OF EUROPE: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 153 REST OF EUROPE: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 154 REST OF EUROPE: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 155 REST OF EUROPE: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 156 REST OF EUROPE: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 157 REST OF EUROPE: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 158 REST OF EUROPE: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.4 ASIA PACIFIC
13.4.1 APAC: MARKET DRIVERS
13.4.2 ASIA PACIFIC: COVID-19 IMPACT
13.4.3 ASIA PACIFIC: REGULATORY LANDSCAPE
FIGURE 21 ASIA PACIFIC: MARKET SNAPSHOT
TABLE 159 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 160 ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 161 ASIA PACIFIC: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 162 ASIA PACIFIC: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 163 ASIA PACIFIC: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 164 ASIA PACIFIC: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 165 ASIA PACIFIC: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 166 ASIA PACIFIC: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 167 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 168 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
TABLE 169 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2016–2021 (USD MILLION)
TABLE 170 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)
13.4.4 CHINA
TABLE 171 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 172 CHINA: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 173 CHINA: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 174 CHINA: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 175 CHINA: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 176 CHINA: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 177 CHINA: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 178 CHINA: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 179 CHINA: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 180 CHINA: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.4.5 JAPAN
TABLE 181 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 182 JAPAN: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 183 JAPAN: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 184 JAPAN: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 185 JAPAN: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 186 JAPAN: MARKET SIZE, BY APPLICATION AREA, 2022–2027(USD MILLION)
TABLE 187 JAPAN: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 188 JAPAN: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 189 JAPAN: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 190 JAPAN: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.4.6 AUSTRALIA
TABLE 191 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 192 AUSTRALIA: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 193 AUSTRALIA: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 194 AUSTRALIA: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 195 AUSTRALIA: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 196 AUSTRALIA: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 197 AUSTRALIA: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 198 AUSTRALIA: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 199 AUSTRALIA: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 200 AUSTRALIA: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.4.7 REST OF ASIA PACIFIC
TABLE 201 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 202 REST OF ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 203 REST OF ASIA PACIFIC: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 204 REST OF ASIA PACIFIC: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 205 REST OF ASIA PACIFIC: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 206 REST OF ASIA PACIFIC: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 207 REST OF ASIA PACIFIC: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 208 REST OF ASIA PACIFIC: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 209 REST OF ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 210 REST OF ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.5 REST OF THE WORLD
13.5.1 REST OF THE WORLD: MARKET DRIVERS
13.5.2 REST OF THE WORLD: COVID-19 IMPACT
13.5.3 REST OF THE WORLD: REGULATORY LANDSCAPE
TABLE 211 REST OF THE WORLD: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 212 REST OF THE WORLD: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 213 REST OF THE WORLD: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 214 REST OF THE WORLD: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 215 REST OF THE WORLD: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 216 REST OF THE WORLD: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 217 REST OF THE WORLD: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 218 REST OF THE WORLD: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 219 REST OF THE WORLD: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 220 REST OF THE WORLD: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
TABLE 221 ROW: MARKET SIZE, BY REGION, 2016–2021 (USD MILLION)
TABLE 222 ROW: MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)
13.5.4 MIDDLE EAST AND AFRICA
TABLE 223 MIDDLE EAST AND AFRICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 224 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 225 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 226 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 227 MIDDLE EAST AND AFRICA: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 228 MIDDLE EAST AND AFRICA: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 229 MIDDLE EAST AND AFRICA: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 230 MIDDLE EAST AND AFRICA: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 231 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 232 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)
13.5.5 LATIN AMERICA
TABLE 233 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2016–2021 (USD MILLION)
TABLE 234 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 235 LATIN AMERICA: MARKET SIZE, BY SOFTWARE, 2016–2021 (USD MILLION)
TABLE 236 LATIN AMERICA: MARKET SIZE, BY SOFTWARE, 2022–2027 (USD MILLION)
TABLE 237 LATIN AMERICA: MARKET SIZE, BY APPLICATION AREA, 2016–2021 (USD MILLION)
TABLE 238 LATIN AMERICA: MARKET SIZE, BY APPLICATION AREA, 2022–2027 (USD MILLION)
TABLE 239 LATIN AMERICA: MARKET SIZE, BY END USER, 2016–2021 (USD MILLION)
TABLE 240 LATIN AMERICA: MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)
TABLE 241 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2016–2021 (USD MILLION)
TABLE 242 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2022–2027 (USD MILLION)

14 COMPETITIVE LANDSCAPE (Page No. – 235)
14.1 OVERVIEW
14.2 MARKET EVALUATION FRAMEWORK
FIGURE 22 EMOTION DETECTION AND RECOGNITION: MARKET EVALUATION FRAMEWORK
14.3 REVENUE ANALYSIS OF LEADING PLAYERS
FIGURE 23 EMOTION DETECTION AND RECOGNITION MARKET: REVENUE ANALYSIS
14.4 MARKET SHARE ANALYSIS OF THE TOP MARKET PLAYERS
TABLE 243 MARKET: DEGREE OF COMPETITION
14.5 HISTORICAL REVENUE ANALYSIS
FIGURE 24 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF LEADING EMOTION DETECTION AND RECOGNITION PROVIDERS
14.6 RANKING OF KEY PLAYERS IN THE MARKET
FIGURE 25 KEY PLAYERS RANKING
14.7 KEY COMPANY EVALUATION QUADRANT
FIGURE 26 EMOTION DETECTION AND RECOGNITION MARKET: KEY COMPANY EVALUATION QUADRANT
14.7.1 STARS
14.7.2 EMERGING LEADERS
14.7.3 PERVASIVE PLAYERS
14.7.4 PARTICIPANTS
14.8 COMPETITIVE BENCHMARKING
14.8.1 KEY COMPANY EVALUATION QUADRANT
TABLE 244 KEY COMPANY SOFTWARE FOOTPRINT
TABLE 245 KEY COMPANY VERTICAL FOOTPRINT
TABLE 246 KEY COMPANY REGION FOOTPRINT
TABLE 247 KEY COMPANY OVERALL FOOTPRINT
14.8.2 SME/STARTUP COMPANY EVALUATION QUADRANT
TABLE 248 DETAILED LIST OF SMES/STARTUPS
TABLE 249 SME/STARTUP COMPANY SOFTWARE FOOTPRINT
TABLE 250 SME/STARTUP COMPANY VERTICAL FOOTPRINT
TABLE 251 SME/STARTUP COMPANY REGION FOOTPRINT
14.9 SME/STARTUP EVALUATION QUADRANT
FIGURE 27 EMOTION DETECTION AND RECOGNITION MARKET: STARTUP/SME EVALUATION QUADRANT
14.9.1 PROGRESSIVE COMPANIES
14.9.2 RESPONSIVE COMPANIES
14.9.3 DYNAMIC COMPANIES
14.9.4 STARTING BLOCKS
14.10 COMPETITIVE SCENARIO AND TRENDS
14.10.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
TABLE 252 MARKET: NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2019–2022
14.10.2 DEALS
TABLE 253 EMOTION DETECTION AND RECOGNITION MARKET: DEALS, 2019-2022

15 COMPANY PROFILES (Page No. – 258)
15.1 KEY PLAYERS
(Business overview, Products/Solutions/Services offered, Recent Developments, Response to COVID-19, MNM view)*
15.1.1 NEC
TABLE 254 NEC: BUSINESS OVERVIEW
FIGURE 28 NEC: COMPANY SNAPSHOT
TABLE 255 NEC: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 256 NEC: PRODUCT LAUNCHES AND DEVELOPMENTS
TABLE 257 NEC: DEALS
15.1.2 IBM
TABLE 258 IBM: BUSINESS OVERVIEW
FIGURE 29 IBM: COMPANY SNAPSHOT
TABLE 259 IBM: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 260 IBM: PRODUCT LAUNCHES
TABLE 261 IBM: DEALS
15.1.3 MICROSOFT
TABLE 262 MICROSOFT: BUSINESS OVERVIEW
FIGURE 30 MICROSOFT: COMPANY SNAPSHOT
TABLE 263 MICROSOFT: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 264 MICROSOFT: DEALS
15.1.4 APPLE
TABLE 265 APPLE: BUSINESS OVERVIEW
FIGURE 31 APPLE: COMPANY SNAPSHOT
TABLE 266 APPLE: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 267 APPLE: PRODUCT LAUNCHES
TABLE 268 APPLE: DEALS
15.1.5 GOOGLE
TABLE 269 GOOGLE: BUSINESS OVERVIEW
FIGURE 32 GOOGLE: COMPANY SNAPSHOT
TABLE 270 GOOGLE: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 271 GOOGLE: DEALS
15.1.6 TOBII
TABLE 272 TOBII: BUSINESS OVERVIEW
FIGURE 33 TOBII: COMPANY SNAPSHOT
TABLE 273 TOBII: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 274 TOBII: PRODUCT LAUNCHES
TABLE 275 TOBII: DEALS
15.1.7 AFFECTIVA
TABLE 276 AFFECTIVA: BUSINESS OVERVIEW
TABLE 277 AFFECTIVA: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 278 AFFECTIVA: PRODUCT LAUNCHES
TABLE 279 AFFECTIVA: DEALS
15.1.8 ELLIPTIC LABS
TABLE 280 ELLIPTIC LABS: BUSINESS OVERVIEW
TABLE 281 ELLIPTIC LABS: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 282 ELLIPTIC LABS: PRODUCT LAUNCHES
TABLE 283 ELLIPTIC LABS: DEALS
15.1.9 INTEL
TABLE 284 INTEL: BUSINESS OVERVIEW
FIGURE 34 INTEL: COMPANY SNAPSHOT
TABLE 285 INTEL: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 286 INTEL: PRODUCT LAUNCHES
TABLE 287 INTEL: DEALS
15.1.10 COGNITEC
TABLE 288 COGNITEC: BUSINESS OVERVIEW
TABLE 289 COGNITEC: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 290 COGNITEC: PRODUCT LAUNCHES
TABLE 291 COGNITEC: DEALS
15.1.11 NVISO
TABLE 292 NVISO: BUSINESS OVERVIEW
TABLE 293 NVISO: PRODUCT/SOLUTION/SERVICE OFFERINGS
TABLE 294 NVISO: PRODUCT LAUNCHES
TABLE 295 NVISO: DEALS
15.1.12 NOLDUS
TABLE 296 NOLDUS: BUSINESS OVERVIEW
TABLE 297 NOLDUS: PRODUCT/SOLUTION/SERVICE OFFERINGS
*Details on Business overview, Products/Solutions/Services offered, Recent Developments, Response to COVID-19, MNM view might not be captured in case of unlisted companies.
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 SIGHTCORP
15.2.12 CROWDEMOTION
15.2.13 SONY DEPTHSENSING SOLUTIONS

16 ADJACENT MARKETS (Page No. – 305)
16.1 INTRODUCTION TO ADJACENT MARKETS
TABLE 298 ADJACENT MARKETS AND FORECASTS
16.2 LIMITATIONS
16.3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM AND ADJACENT MARKETS
16.4 EDGE AI SOFTWARE MARKET
16.4.1 EDGE AI SOFTWARE MARKET, BY DATA SOURCE
TABLE 299 EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION)
TABLE 300 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION)
TABLE 301 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION)
TABLE 302 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION)
TABLE 303 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION)
TABLE 304 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2019–2026 (USD MILLION)
16.4.2 EDGE AI SOFTWARE MARKET, BY VERTICAL
TABLE 305 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 306 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 307 ASIA PACIFIC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 308 MIDDLE EAST AND AFRICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
TABLE 309 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2019–2026 (USD MILLION)
16.5 FACIAL RECOGNITION MARKET
16.5.1 FACIAL RECOGNITION MARKET, BY SOFTWARE TOOL
TABLE 310 COMPONENT: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2019–2025 (USD MILLION)
TABLE 311 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2019–2025 (USD MILLION)
TABLE 312 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2019–2025 (USD MILLION)
TABLE 313 ASIA PACIFIC: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2019–2025 (USD MILLION)
TABLE 314 MIDDLE EAST AND AFRICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2019–2025 (USD MILLION)
TABLE 315 LATIN AMERICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE TOOL, 2019–2025 (USD MILLION)
16.5.2 FACIAL RECOGNITION MARKET, BY VERTICAL
TABLE 316 FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 317 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 318 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 319 ASIA PACIFIC: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 320 MIDDLE EAST AND AFRICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)
TABLE 321 LATIN AMERICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2019–2025 (USD MILLION)

17 APPENDIX (Page No. – 317)
     17.1 DISCUSSION GUIDE
17.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
17.3 AVAILABLE CUSTOMIZATIONS
17.4 RELATED REPORTS
17.5 AUTHOR DETAILS


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