Emotion Detection and Recognition Market

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

Report Code: TC 4016 Mar, 2021, by marketsandmarkets.com

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

Emotion Detection and Recognition Market

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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.

Emotion Detection and Recognition Market  by Ecosystem

By technology, natural language processing technology to hold the highest market share in 2020

Natural Language Processing (NLP) is a subfield of Artificial Intelligence (AI) that enables computers to understand human languages, including slangs, accents, and contractions, to produce human-like speech and text. It executes a lexical analysis that evaluates languages and sets of data, based on human languages. NLP empowers computers to perform tasks, such as translation, question answering, content classification, part-of-speech tagging, language detection, parsing, lemmatization/stemming, and semantic reasoning. NLP-powered applications are gaining traction in different applications, such as speech and voice recognition, gesture recognition, computer-assisted coding, and data mining.

By solution, 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 American 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.

Emotion Detection and Recognition Market  by Region

Market Players:

The vendors covered in the market report include NEC Global (Japan), IBM (US), Intel (US), Microsoft (US), Apple (US), Gesturetek (Canada), Noldus Technology (Netherlands), Google (US), Tobii (Sweden), Cognitec Systems (Germany), Cipia Vision Ltd (Formerly Eyesight Technologies) (Israel), iMotions (Denmark), Numenta (US), Elliptic Labs (Norway), Kairos (US), PointGrab (US), Affectiva (US), nViso (Switzerland), Beyond Verbal (Israel), Sightcorp (Holland), Crowd Emotion (UK), Eyeris (US), Sentiance (Belgium), Sony Depthsense (Belgium), Ayonix (Japan), and Pyreos (UK). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches and product enhancements, and acquisitions to expand their presence in the global emotion detection and recognition market.

Scope of the report

Report Metric

Details

Market size available for years

2014-2026

Base year considered

2020

Forecast period

2021–2026

Forecast units

Value (USD)

Segments covered

Technology, Component, Solution, Application Area, End User, Vertical And Region

Geographies covered

North America, Europe, APAC, and RoW

Companies covered

NEC Global (Japan), IBM (US), Intel (US), Microsoft (US), Apple (US), Gesturetek (Canada), Noldus Technology (Netherlands), Google (US), Tobii (Sweden), Cognitec Systems (Germany), Cipia Vision Ltd (Formerly Eyesight Technologies) (Israel), iMotions (Denmark), Numenta (US), Elliptic Labs (Norway), Kairos (US), PointGrab (US), Affectiva (US), nViso (Switzerland), Beyond Verbal (Israel), Sightcorp (Holland), Crowd Emotion (UK), Eyeris (US), Sentiance (Belgium), Sony Depthsense (Belgium), Ayonix (Japan), and Pyreos (UK).

This research report categorizes the emotion detection and recognition market to forecast revenues and analyze trends in each of the following submarkets:

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:

  • Solutions
  • Services

Based on Solution:

  • Facial Expression Recognition
  • Biosensing Solution
  • 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 July 2019, EyeSight technologies partnered with leading tier 1 automobile company in China to help bring DriverSense, Eyesight Technology’s Driver Monitoring System (DMS), to automakers in the Chinese market.
  • In June 2019, Microsoft launched four free “Eyes First” games for people with speech and mobility disabilities. They can play games, such as tile slide, match two, double up, and maze using the eye gaze input.
  • In January 2019, Affectiva partnered with Aptiv PLC to enable next-generation vehicle experience. The partnership will deliver innovative and scalable software derived from deep learning architectures - to enhance perception capabilities in advanced safety solutions and reimagine the future of the in-cabin experience.
  • In September 2018, Affectiva unveiled Mobile Lab with automotive AI technology. The mobile lab car features, which are a part of the first multi-modal in-cabin sensing solution, called Affectiva Automotive AI, demonstrate how AI can make driving safer in semi and fully autonomous vehicles.
  • In May 2018, Microsoft signed an agreement to acquire XOXCO, a company with conversational AI and bot development capabilities.

Frequently Asked Questions (FAQ):

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 46)
    1.1 INTRODUCTION TO COVID-19
    1.2 COVID-19 HEALTH ASSESSMENT
           FIGURE 1 COVID-19: GLOBAL PROPAGATION
           FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.3 COVID-19 ECONOMIC ASSESSMENT
           FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
                    FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY
                    FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF 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, 2016–2020
    1.8 STAKEHOLDERS
    1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 57)
    2.1 RESEARCH DATA
           FIGURE 6 EMOTION DETECTION AND RECOGNITION MARKET: RESEARCH DESIGN
           2.1.1 DATA SOURCING
                    TABLE 2 DATA SOURCING
           2.1.2 SECONDARY DATA
                    2.1.2.1 Vendor selection and evaluation
                               TABLE 3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM: VENDOR SELECTION AND EVALUATION CRITERIA (INDICATIVE SAMPLE)
                               TABLE 4 REVENUE AND SHARE ESTIMATES FOR SELECTED VENDORS IN THE EMOTION DETECTION AND RECOGNITION MARKET (INDICATIVE SAMPLE)
                    2.1.2.2 Analysis of industry trends
                               TABLE 5 TOP 10 COUNTRIES FOR EMOTION DATA
           2.1.3 PRIMARY DATA
                    2.1.3.1 Breakup of primaries
                    2.1.3.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           2.3.1 SUPPLY-SIDE ANALYSIS
                    FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1 (SUPPLY-SIDE): REVENUE FROM SOFTWARE AND SERVICES OF EMOTION DETECTION AND RECOGNITION VENDORS
                    FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL EMOTION DETECTION AND RECOGNITION VENDORS
           2.3.2 DEMAND-SIDE ANALYSIS
                    FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 3  (BY APPLICATION AREA)
           2.3.3 TOP-DOWN APPROACH
    2.4 MARKET FORECAST
           TABLE 6 FACTOR ANALYSIS
    2.5 ASSUMPTIONS FOR THE STUDY
    2.6 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY (Page No. - 70)
    TABLE 7 EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH,  2014–2019 (USD MILLION, Y-O-Y%)
    TABLE 8 POST-COVID-19: MARKET SIZE AND GROWTH,  2020–2026 (USD MILLION, Y-O-Y%)
    FIGURE 10 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2020

4 PREMIUM INSIGHTS (Page No. - 73)
    4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE EMOTION DETECTION AND RECOGNITION MARKET
           FIGURE 11 EASE IN IDENTIFYING CRIMINALS AND SIMPLIFYING MARKET STRATEGIES TO DRIVE THE ADOPTION OF EMOTION DETECTION AND RECOGNITION TECHNOLOGY
    4.2 MARKET SHARE, TOP THREE VERTICALS AND REGIONS, 2020
           FIGURE 12 DEFENSE AND SECURITY AGENCY SEGMENT AND NORTH AMERICA TO HOLD  THE HIGHEST MARKET SHARES IN 2020
    4.3 MARKET,  BY COMPONENT, 2020–2026
           FIGURE 13 SOLUTIONS SEGMENT TO HOLD THE HIGHEST MARKET SHARE DURING THE FORECAST PERIOD
    4.4 MARKET, BY SOLUTION, 2020–2026
           FIGURE 14 BIOSENSING SOLUTIONS SEGMENT TO HOLD THE HIGHEST MARKET SHARE IN 2020

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 76)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 15 EMOTION DETECTION AND RECOGNITION MARKET: DRIVERS, RESTRAINTS,  OPPORTUNITIES, AND CHALLENGES
           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 across the globe 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 speech and voice recognition technologies using neural networks restricting  its 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, deficient knowledge, and technical challenges
                    5.2.4.3 Threat of privacy and data breach
    5.3 MARKET DYNAMICS DURING COVID-19 OUTBREAK
           5.3.1 DRIVERS AND OPPORTUNITIES
           5.3.2 RESTRAINTS AND CHALLENGES
    5.4 ETHICS OF MEASURING EMOTIONS
    5.5 VALUE CHAIN ANALYSIS
           FIGURE 16 EMOTION DETECTION AND RECOGNITION MARKET: VALUE CHAIN
           TABLE 9 MARKET: SUPPLY CHAIN ANALYSIS
    5.6 USE CASES
           5.6.1 USE CASES: HEALTHCARE
                    TABLE 10 USE CASE: HEALTHCARE
           5.6.2 USE CASES: ENTERTAINMENT AND GAMING
                    TABLE 11 USE CASE: ENTERTAINMENT AND GAMING
           5.6.3 USE CASES: GOVERNMENT AND DEFENSE
                    TABLE 12 USE CASE: GOVERNMENT AND DEFENSE
           5.6.4 USE CASES: AUTOMOTIVE
                    TABLE 13 USE CASE: AUTOMOTIVE
           5.6.5 USE CASES: HIGH TECHNOLOGY
                    TABLE 14 USE CASE: HIGH TECHNOLOGY
    5.7 EMOTION DETECTION AND RECOGNITION MARKET ECOSYSTEM
           FIGURE 17 MARKET ECOSYSTEM
    5.8 PORTER’S FIVE FORCES MODEL ANALYSIS
           FIGURE 18 PORTER’S FIVE FORCES ANALYSIS: MARKET
           TABLE 15 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 TECHNOLOGY ANALYSIS
           5.9.1 ARTIFICIAL INTELLIGENCE (AI), MACHINE LEARNING (ML), AND EMOTION DETECTION AND RECOGNITION TECHNOLOGY
           5.9.2 DEEP LEARNING TECHNOLOGY AND EMOTION DETECTION AND RECOGNITION SOLUTIONS
           5.9.3 IN-CABIN SENSING TECHNOLOGY AND EMOTION DETECTION AND RECOGNITION SOLUTIONS
    5.10 PRICING MODEL ANALYSIS
           FIGURE 19 AVERAGE SELLING PRICE, 2019–2020
    5.11 PATENT ANALYSIS
                    TABLE 16 NUMBER OF PATENTS, BY TOP 15 PATENT OWNERS
                    FIGURE 20 NUMBER OF PATENTS GRANTED YEAR-WISE
                    FIGURE 21 NUMBER OF PATENTS GRANTED JURISDICTION-WISE
                    TABLE 17 PATENT INFORMATION, BY APPLICANTS – 2021
                    FIGURE 22 EMOTION DETECTION AND RECOGNITION RELATED PATENT ANALYSIS, BY TYPE
    5.12 REVENUE SHIFT – YC/YCC SHIFT FOR THE MARKET
                    FIGURE 23 YC/YCC SHIFT FOR THE MARKET

6 EMOTION DETECTION AND RECOGNITION MARKET,  BY TECHNOLOGY (Page No. - 105)
    6.1 INTRODUCTION
           FIGURE 24 BIOSENSORS TECHNOLOGY SEGMENT TO DOMINATE THE MARKET DURING  THE FORECAST PERIOD
           6.1.1 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026
                    TABLE 18 MARKET SIZE, BY TECHNOLOGY,  2014–2024 (USD MILLION)
                    TABLE 19 POST-COVID-19: MARKET SIZE,  BY TECHNOLOGY, 2020–2026 (USD MILLION)
    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
           6.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                    TABLE 20 FEATURE EXTRACTION AND 3D MODELING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 21 POST-COVID-19: FEATURE EXTRACTION AND 3D MODELING MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
    6.3 BIOSENSORS TECHNOLOGY
           6.3.1 BIOSENSORS TECHNOLOGY: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
           6.3.2 BIOSENSORS TECHNOLOGY: COVID-19 IMPACT
           6.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                    TABLE 22 BIOSENSORS TECHNOLOGY MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                    TABLE 23 POST-COVID-19: BIOSENSORS TECHNOLOGY MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    6.4 NATURAL LANGUAGE PROCESSING
           6.4.1 NATURAL LANGUAGE PROCESSING: MARKET DRIVERS
           6.4.2 NATURAL LANGUAGE PROCESSING: COVID-19 IMPACT
           6.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                    TABLE 24 NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                    TABLE 25 POST-COVID-19: NATURAL LANGUAGE PROCESSING MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    6.5 MACHINE LEARNING
           6.5.1 MACHINE LEARNING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
           6.5.2 MACHINE LEARNING: COVID-19 IMPACT
           6.5.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                    TABLE 26 MACHINE LEARNING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 27 POST-COVID-19: MACHINE LEARNING MARKET SIZE, BY REGION,   2020–2026 (USD MILLION)
    6.6 OTHER TECHNOLOGIES
           6.6.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                    TABLE 28 OTHER TECHNOLOGIES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 29 POST-COVID-19: OTHER TECHNOLOGIES MARKET SIZE, BY REGION,  2014–2026 (USD MILLION)

7 EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT (Page No. - 115)
    7.1 INTRODUCTION
           7.1.1 COMPONENT: EMOTION RECOGNITION AND RECOGNITION MARKET DRIVERS
           7.1.2 COMPONENT: COVID-19 IMPACT
                    FIGURE 25 SOFTWARE SEGMENT TO WITNESS A HIGHER CAGR DURING THE FORECAST PERIOD
           7.1.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026
                    TABLE 30 MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                    TABLE 31 POST-COVID-19: MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
    7.2 SOFTWARE
           7.2.1 MARKET ESTIMATES AND FORECAST, BY REGION 2014–2026
                    TABLE 32 SOFTWARE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 33 POST-COVID-19: SOFTWARE MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
    7.3 SERVICE
           7.3.1 SERVICE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
           7.3.2 SERVICE: COVID-19 IMPACT
           7.3.3 MARKET ESTIMATES AND FORECAST, BY REGION 2014–2026
                    TABLE 34 SERVICE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 35 POST-COVID-19: SERVICE MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
           7.3.4 PROFESSIONAL SERVICES
           7.3.5 MANAGED SERVICES

8 EMOTION DETECTION AND RECOGNITION MARKET, BY HARDWARE (Page No. - 121)
    8.1 INTRODUCTION
    8.2 SENSORS
           8.2.1 SENSORS: MARKET DRIVERS
           8.2.2 SENSORS: COVID-19 MARKET DRIVERS
    8.3 CAMERA
           8.3.1 CAMERA: MARKET DRIVERS
           8.3.2 CAMERA: COVID-19 IMPACT
    8.4 STORAGE DEVICES AND PROCESSORS
           8.4.1 STORAGE DEVICES AND PROCESSORS: MARKET DRIVERS
           8.4.2 STORAGE DEVICES AND PROCESSORS: COVID-19 MARKET DRIVERS
    8.5 OTHERS

9 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE (Page No. - 124)
    9.1 INTRODUCTION
           FIGURE 26 FACIAL EXPRESSION RECOGNITION SOFTWARE SEGMENT TO RECORD THE HIGHEST CAGR DURING THE FORECAST PERIOD
           9.1.1 MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026
                    TABLE 36 MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                    TABLE 37 POST-COVID-19: MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION)
    9.2 FACIAL EXPRESSION RECOGNITION
           9.2.1 FACIAL EXPRESSION RECOGNITION: MARKET DRIVERS
           9.2.2 FACIAL EXPRESSION RECOGNITION: COVID-19 IMPACT
           9.2.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026
                    TABLE 38 FACIAL EXPRESSION RECOGNITION MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 39 POST-COVID-19: FACIAL EXPRESSION RECOGNITION MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    9.3 BIOSENSING SOLUTIONS
           9.3.1 BIOSENSING SOLUTIONS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
           9.3.2 BIOSENSING SOLUTIONS: COVID-19 IMPACT
           9.3.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026
                    TABLE 40 BIOSENSING SOLUTIONS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 41 POST-COVID-19: BIOSENSING SOLUTIONS MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    9.4 SPEECH AND VOICE RECOGNITION
           9.4.1 SPEECH AND VOICE RECOGNITION: MARKET DRIVERS
           9.4.2 SPEECH AND VOICE RECOGNITION: COVID-19 IMPACT
           9.4.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026
                    TABLE 42 SPEECH AND VOICE RECOGNITION MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 43 POST-COVID-19: SPEECH AND VOICE RECOGNITION MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
    9.5 GESTURE AND POSTURE RECOGNITION
           9.5.1 GESTURE AND POSTURE RECOGNITION: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
           9.5.2 GESTURE AND POSTURE RECOGNITION: COVID-19 IMPACT
           9.5.3 MARKET ESTIMATES AND FORECAST, BY REGION, 2014–2026
                    TABLE 44 GESTURE AND POSTURE RECOGNITION MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                    TABLE 45 POST-COVID-19: GESTURE AND POSTURE RECOGNITION MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)

10 EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA (Page No. - 134)
     10.1 INTRODUCTION
               FIGURE 27 MEDICAL EMERGENCY SEGMENT TO RECORD THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
             10.1.1 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026
                       TABLE 46 MARKET SIZE, BY APPLICATION AREA,  2014–2024 (USD MILLION)
                       TABLE 47 POST-COVID-19: MARKET SIZE,  BY APPLICATION AREA, 2020-2026(USD MILLION)
     10.2 MEDICAL EMERGENCY
             10.2.1 MEDICAL EMERGENCY: MARKET DRIVERS
             10.2.2 MEDICAL EMERGENCY: COVID-19 IMPACT
             10.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 48 MEDICAL EMERGENCY MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 49 POST-COVID-19: MEDICAL EMERGENCY MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     10.3 MARKETING AND ADVERTISING
             10.3.1 MARKETING AND ADVERTISING: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
             10.3.2 MARKETING AND ADVERTISING: COVID-19 IMPACT
             10.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 50 MARKETING AND ADVERTISING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 51 POST-COVID-19: MARKETING AND ADVERTISING MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     10.4 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING
             10.4.1 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: MARKET DRIVERS
             10.4.2 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: COVID-19 IMPACT
             10.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 52 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 53 POST-COVID-19: LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     10.5 ENTERTAINMENT AND CONSUMER ELECTRONICS
             10.5.1 ENTERTAINMENT AND CONSUMER ELECTRONICS: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
             10.5.2 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 54 ENTERTAINMENT AND CONSUMER ELECTRONICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                       TABLE 55 POST-COVID-19: ENTERTAINMENT AND CONSUMER ELECTRONICS MARKET SIZE,  BY REGION, 2020–2026 (USD MILLION)
     10.6 OTHER APPLICATION AREAS
             10.6.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 56 OTHER APPLICATION AREAS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 57 POST-COVID-19: OTHER APPLICATION AREAS MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)

11 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL (Page No. - 144)
     11.1 INTRODUCTION
               FIGURE 28 HEALTHCARE AND LIFE SCIENCES SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
             11.1.1 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026
                       TABLE 58 MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                       TABLE 59 POST-COVID-19: MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
     11.2 ACADEMIA AND RESEARCH
             11.2.1 ACADEMIA AND RESEARCH: MARKET DRIVERS
             11.2.2 ACADEMIA AND RESEARCH: COVID-19 IMPACT
             11.2.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 60 ACADEMIA AND RESEARCH MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                       TABLE 61 POST-COVID-19: ACADEMIA AND RESEARCH MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.3 MEDIA AND ENTERTAINMENT
             11.3.1 MEDIA AND ENTERTAINMENT: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
             11.3.2 MEDIA AND ENTERTAINMENT: COVID-19 IMPACT
             11.3.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 62 MEDIA AND ENTERTAINMENT MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                       TABLE 63 POST-COVID-19: MEDIA AND ENTERTAINMENT MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.4 IT AND ITES
             11.4.1 IT AND ITES: MARKET DRIVERS
             11.4.2 IT AND ITES: COVID-19 IMPACT
             11.4.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 64 IT AN ITES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 65 POST-COVID-19: IT AND ITES MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.5 HEALTHCARE AND SOCIAL ASSISTANCE
             11.5.1 HEALTHCARE AND SOCIAL ASSISTANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
             11.5.2 HEALTHCARE AND SOCIAL ASSISTANCE: COVID-19 IMPACT
             11.5.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 66 HEALTHCARE AND SOCIAL ASSISTANCE MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                       TABLE 67 POST-COVID-19: HEALTHCARE AND SOCIAL ASSISTANCE MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     11.6 TELECOMMUNICATIONS
             11.6.1 TELECOMMUNICATIONS: MARKET DRIVERS
             11.6.2 TELECOMMUNICATIONS: COVID-19 IMPACT
             11.6.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 68 TELECOMMUNICATIONS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                       TABLE 69 POST-COVID-19: TELECOMMUNICATIONS MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.7 RETAIL AND E-COMMERCE
             11.7.1 RETAIL AND E-COMMERCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
             11.7.2 RETAIL AND E-COMMERCE: COVID-19 IMPACT
             11.7.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 70 RETAIL AND ECOMMERCE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 71 POST-COVID-19: RETAIL AND E-COMMERCE MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)
     11.8 AUTOMOTIVE
             11.8.1 AUTOMOTIVE: MARKET DRIVERS
             11.8.2 AUTOMOTIVE: COVID-19 IMPACT
             11.8.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 72 AUTOMOTIVE MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 73 POST-COVID-19: AUTOMOTIVE MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     11.9 BANKING, FINANCIAL SERVICES, AND INSURANCE
             11.9.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
             11.9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: COVID-19 IMPACT
             11.9.3 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 74 BFSI MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                       TABLE 75 POST-COVID-19: BFSI MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     11.10 OTHER VERTICALS
               11.10.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                                   TABLE 76 OTHER VERTICALS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                                   TABLE 77 POST-COVID-19: OTHER VERTICALS MARKET SIZE, BY REGION,  2020–2026 (USD MILLION)

12 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION (Page No. - 159)
     12.1 INTRODUCTION
               FIGURE 29 ASIA PACIFIC MARKET TO GROW AT THE HIGHEST CAGR FROM 2017 TO 2024
             12.1.1 MARKET ESTIMATES AND FORECASTS, BY REGION, 2014–2026
                       TABLE 78 MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)
                       TABLE 79 POST-COVID-19: MARKET SIZE, BY REGION, 2020–2026 (USD MILLION)
     12.2 NORTH AMERICA
             12.2.1 NORTH AMERICA: COVID-19 MARKET DRIVERS
                       FIGURE 30 NORTH AMERICA: MARKET SNAPSHOT
             12.2.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026
                       TABLE 80 NORTH AMERICA: MARKET SIZE,  BY TECHNOLOGY, 2014–2019 (USD MILLION)
                       TABLE 81 POST-COVID-19: NORTH AMERICA MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION)
             12.2.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026
                       TABLE 82 NORTH AMERICA: MARKET SIZE,  BY COMPONENT, 2014–2019 (USD MILLION)
                       TABLE 83 POST-COVID-19: NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
             12.2.4 MARKET ESTIMATES AND FORECASTS, BY SOLUTIONS, 2014–2026
                       TABLE 84 NORTH AMERICA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                       TABLE 85 POST-COVID-19: NORTH AMERICA: MARKET SIZE, BY SOLUTIONS, 2020–2026(USD MILLION)
             12.2.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026
                       TABLE 86 NORTH AMERICA: MARKET SIZE,  BY APPLICATION AREA, 2014–2019 (USD MILLION)
                       TABLE 87 POST-COVID-19: NORTH AMERICA: MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION)
             12.2.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026
                       TABLE 88 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                       TABLE 89 POST-COVID-19: NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
             12.2.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026
                       TABLE 90 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                       TABLE 91 POST-COVID-19: NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2020–2026 (USD MILLION)
                       12.2.7.1 United States
                                   12.2.7.1.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 92 US: MARKET SIZE, BY TECHNOLOGY,  2014–2019 (USD MILLION)
                                                    TABLE 93 POST-COVID-19: US MARKET SIZE,  BY TECHNOLOGY, 2020-2026(USD MILLION)
                                   12.2.7.1.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 94 US: MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                                                    TABLE 95 POST-COVID-19: US MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.2.7.1.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 96 US: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 97 POST-COVID-19: US MARKET SIZE,  BY SOFTWARE, 2020–2026(USD MILLION)
                                   12.2.7.1.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 98 US: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 99 POST-COVID-19: US MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.2.7.1.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 100 US: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 101 POST-COVID-19: US MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.2.7.2 Canada
                                   12.2.7.2.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 102 CANADA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 103 POST-COVID-19: CANADIAN MARKET SIZE,  BY TECHNOLOGY, 2020–2026(USD MILLION)
                                   12.2.7.2.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 104 CANADA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 105 POST-COVID-19: CANADA MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.2.7.2.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 106 CANADA: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 107 POST-COVID-19: CANADA MARKET SIZE,  BY SOFTWARE, 2020–2026(USD MILLION)
                                   12.2.7.2.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 108 CANADA: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 109 POST-COVID-19: CANADA EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.2.7.2.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 110 CANADA: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 111 POST-COVID-19: CANADA MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
     12.3 EUROPE
             12.3.1 EUROPE: COVID-19 MARKET DRIVERS
             12.3.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026
                       TABLE 112 EUROPE: MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                       TABLE 113 POST- COVID-19: EUROPE: MARKET SIZE,  BY TECHNOLOGY, 2020-2026(USD MILLION)
             12.3.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026
                       TABLE 114 EUROPE: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                       TABLE 115 POST-COVID-19: EUROPE: MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
             12.3.4 MARKET ESTIMATES AND FORECASTS, BY SOLUTIONS, 2014–2026
                       TABLE 116 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                       TABLE 117 POST-COVID-19: EUROPE: MARKET SIZE,  BY SOFTWARE, 2020-2026(USD MILLION)
             12.3.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026
                       TABLE 118 EUROPE: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                       TABLE 119 POST-COVID-19: EUROPE: MARKET SIZE,  BY APPLICATION AREA, 2020-2026(USD MILLION)
             12.3.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026
                       TABLE 120 EUROPE: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                       TABLE 121 POST-COVID-19: EUROPE: MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
             12.3.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026
                       TABLE 122 EUROPE: MARKET SIZE, BY COUNTRY,  2014–2019 (USD MILLION)
                       TABLE 123 POST-COVID-19: EUROPE: MARKET SIZE,  BY COUNTRY, 2020–2026 (USD MILLION)
                       12.3.7.1 United Kingdom
                                   12.3.7.1.1 Market estimates and forecasts, by technology,  2014–2026
                                                    TABLE 124 UK: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY,  2014–2019 (USD MILLION)
                                                    TABLE 125 POST-COVID-19: UK MARKET SIZE,  BY TECHNOLOGY, 2020–2026 (USD MILLION)
                                   12.3.7.1.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 126 UK: MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                                                    TABLE 127 POST-COVID-19: UK MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.3.7.1.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 128 UK: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 129 POST-COVID-19: UK MARKET SIZE,  BY SOFTWARE, 2020–2026(USD MILLION)
                                   12.3.7.1.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 130 UK: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 131 POST-COVID-19: UK EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.3.7.1.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 132 UK: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 133 POST-COVID-19: UK MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.3.7.2 Germany
                                   12.3.7.2.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 134 GERMANY: MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 135 POST-COVID-19: GERMAN MARKET SIZE,  BY TECHNOLOGY, 2020–2026(USD MILLION)
                                   12.3.7.2.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 136 GERMANY: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 137 POST-COVID-19: GERMAN EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.3.7.2.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 138 GERMANY: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 139 POST-COVID-19: GERMAN MARKET SIZE,  BY SOFTWARE, 2020–2026 (USD MILLION)
                                   12.3.7.2.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 140 GERMANY: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 141 POST COVID-19: GERMANY MARKET SIZE,  BY APPLICATION AREA, 2020-2026(USD MILLION)
                                   12.3.7.2.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 142 GERMANY: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 143 POST-COVID-19: GERMANY EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.3.7.3 Netherlands
                                   12.3.7.3.1 Market estimates and forecasts, by technology,  2014–2026
                                                    TABLE 144 NETHERLANDS: MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 145 POST-COVID-19: NETHERLANDS MARKET SIZE, BY TECHNOLOGY, 2020–2026 (USD MILLION)
                                   12.3.7.3.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 146 NETHERLANDS: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 147 POST-COVID-19: NETHERLANDS MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.3.7.3.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 148 NETHERLANDS: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                                                    TABLE 149 POST-COVID-19: NETHERLANDS EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOLUTIONS, 2020–2026 (USD MILLION)
                                   12.3.7.3.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 150 NETHERLANDS: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 151 POST-COVID-19: NETHERLANDS MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.3.7.3.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 152 NETHERLANDS: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                                    TABLE 153 POST-COVID-19: NETHERLANDS MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
                       12.3.7.4 Rest of Europe
                                   12.3.7.4.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 154 REST OF EUROPE: MARKET SIZE,  BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 155 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION)
                                   12.3.7.4.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 156 REST OF EUROPE: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 157 POST-COVID-19: REST OF EUROPE MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.3.7.4.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 158 REST OF EUROPE: MARKET SIZE,  BY SOFTWARE, 2014–2019 (USD MILLION)
                                                    TABLE 159 POST-COVID-19: REST OF EUROPE MARKET SIZE, BY SOFTWARE, 2020–2026(USD MILLION)
                                   12.3.7.4.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 160 REST OF EUROPE: MARKET SIZE,  BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 161 POST-COVID-19: REST OF EUROPE EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2020-2026(USD MILLION)
                                   12.3.7.4.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 162 REST OF EUROPE: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                                    TABLE 163 POST-COVID-19: REST OF EUROPE MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
     12.4 ASIA PACIFIC
             12.4.1 APAC: COVID-19 MARKET DRIVERS
                       FIGURE 31 ASIA PACIFIC: MARKET SNAPSHOT
             12.4.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026
                       TABLE 164 ASIA PACIFIC: MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                       TABLE 165 POST-COVID-19: ASIA PACIFIC MARKET SIZE,  BY TECHNOLOGY, 2020–2026(USD MILLION)
             12.4.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026
                       TABLE 166 ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                       TABLE 167 POST-COVID-19: ASIA PACIFIC MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
             12.4.4 MARKET ESTIMATES AND FORECASTS, BY SOFTWARE, 2014–2026
                       TABLE 168 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY SOLUTIONS, 2014–2019 (USD MILLION)
                       TABLE 169 POST-COVID-19: ASIA PACIFIC MARKET SIZE,  BY SOFTWARE, 2020–2026 (USD MILLION)
             12.4.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026
                       TABLE 170 ASIA PACIFIC: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                       TABLE 171 POST-COVID-19: ASIA PACIFIC MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
             12.4.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026
                       TABLE 172 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                       TABLE 173 POST-COVID-19: ASIA PACIFIC MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
             12.4.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026
                       TABLE 174 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                       TABLE 175 POST-COVID-19: ASIA PACIFIC MARKET SIZE,  BY COUNTRY, 2020–2026 (USD MILLION)
                       12.4.7.1 China
                                   12.4.7.1.1 Market estimates and forecasts, by technology,  2014–2026
                                                    TABLE 176 CHINA: MARKET SIZE, BY TECHNOLOGY,  2014–2019 (USD MILLION)
                                                    TABLE 177 POST-COVID-19: CHINA MARKET SIZE,  BY TECHNOLOGY, 2020–2026(USD MILLION)
                                   12.4.7.1.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 178 CHINA: MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                                                    TABLE 179 POST-COVID-19: CHINA MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.4.7.1.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 180 CHINA: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 181 POST-COVID-19: CHINA MARKET SIZE,  BY SOFTWARE, 2020–2026(USD MILLION)
                                   12.4.7.1.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 182 CHINA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 183 POST-COVID-19: CHINA MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.4.7.1.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 184 CHINA: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 185 POST-COVID-19: CHINA MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.4.7.2 Japan
                                   12.4.7.2.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 186 JAPAN: MARKET SIZE, BY TECHNOLOGY,  2014–2019 (USD MILLION)
                                                    TABLE 187 POST-COVID-19: JAPAN MARKET SIZE,  BY TECHNOLOGY, 2020–2026(USD MILLION)
                                   12.4.7.2.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 188 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                                                    TABLE 189 POST-COVID-19: JAPAN MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.4.7.2.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 190 JAPAN: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 191 POST-COVID-19: JAPAN MARKET SIZE,  BY SOFTWARE, 2020–2026 (USD MILLION)
                                   12.4.7.2.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 192 JAPAN: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 193 POST-COVID-19: JAPAN MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.4.7.2.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 194 JAPAN: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 195 POST-COVID-19: JAPAN EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.4.7.3 Australia
                                   12.4.7.3.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 196 AUSTRALIA: MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 197 POST-COVID-19: AUSTRALIA MARKET SIZE,  BY TECHNOLOGY, 2020–2026 (USD MILLION)
                                   12.4.7.3.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 198 AUSTRALIA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 199 POST-COVID-19: AUSTRALIA MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.4.7.3.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 200 AUSTRALIA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                                                    TABLE 201 POST-COVID-19: AUSTRALIA EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY SOFTWARE, 2020-2026(USD MILLION)
                                   12.4.7.3.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 202 AUSTRALIA: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 203 POST-COVID-19: AUSTRALIA MARKET SIZE,  BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.4.7.3.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 204 AUSTRALIA: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 205 POST-COVID-19: AUSTRALIA MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.4.7.4 Rest of Asia Pacific
                                   12.4.7.4.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 206 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 207 POST-COVID-19: REST OF ASIA PACIFIC MARKET SIZE, BY TECHNOLOGY, 2020-2026(USD MILLION)
                                   12.4.7.4.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 208 REST OF ASIA PACIFIC: MARKET SIZE,  BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 209 POST-COVID-19: REST OF ASIA PACIFIC MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.4.7.4.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 210 REST OF ASIA PACIFIC: MARKET SIZE,  BY SOFTWARE, 2014–2019 (USD MILLION)
                                                    TABLE 211 POST-COVID-19: REST OF ASIA PACIFIC  MARKET SIZE, BY SOFTWARE, 2020-2026(USD MILLION)
                                   12.4.7.4.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 212 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 213 POST-COVID-19: REST OF ASIA PACIFIC MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.4.7.4.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 214 REST OF ASIA PACIFIC: MARKET SIZE,  BY VERTICAL, 2014–2019 (USD MILLION)
                                                    TABLE 215 POST-COVID-19: REST OF ASIA PACIFIC MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)
     12.5 REST OF THE WORLD (ROW)
             12.5.1 ROW: MARKET DRIVERS
             12.5.2 MARKET ESTIMATES AND FORECASTS, BY TECHNOLOGY, 2014–2026
                       TABLE 216 ROW: MARKET SIZE, BY TECHNOLOGY,  2014–2019 (USD MILLION)
                       TABLE 217 POST-COVID-19: ROW MARKET SIZE,  BY TECHNOLOGY, 2020–2026 (USD MILLION)
             12.5.3 MARKET ESTIMATES AND FORECAST, BY COMPONENT, 2014–2026
                       TABLE 218 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                       TABLE 219 POST-COVID-19: ROW MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
             12.5.4 MARKET ESTIMATES AND FORECASTS, BY SOLUTIONS, 2014–2026
                       TABLE 220 ROW: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                       TABLE 221 POST-COVID-19: ROW MARKET SIZE,  BY SOFTWARE, 2020–2026 (USD MILLION)
             12.5.5 MARKET ESTIMATES AND FORECASTS, BY APPLICATION AREA, 2014–2026
                       TABLE 222 ROW: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                       TABLE 223 POST-COVID-19: ROW MARKET SIZE,  BY APPLICATION AREA, 2020–2026 (USD MILLION)
             12.5.6 MARKET ESTIMATES AND FORECAST, BY VERTICAL, 2014–2026
                       TABLE 224 ROW: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                       TABLE 225 POST-COVID-19: ROW MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
             12.5.7 MARKET ESTIMATES AND FORECAST, BY COUNTRY, 2014–2026
                       TABLE 226 ROW: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY COUNTRY,  2014–2019 (USD MILLION)
                       TABLE 227 POST-COVID-19: ROW MARKET SIZE,  BY COUNTRY, 2020–2026 (USD MILLION)
                       12.5.7.1 Middle East and Africa (MEA)
                                   12.5.7.1.1 Market estimates and forecasts, by technology,  2014–2026
                                                    TABLE 228 MEA: MARKET SIZE, BY TECHNOLOGY,  2014–2019 (USD MILLION)
                                                    TABLE 229 POST-COVID-19: MEA MARKET SIZE,  BY TECHNOLOGY, 2020–2026(USD MILLION)
                                   12.5.7.1.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 230 MEA: MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)
                                                    TABLE 231 POST-COVID-19: MEA MARKET SIZE,  BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.5.7.1.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 232 MEA: MARKET SIZE, BY SOFTWARE,  2014–2019 (USD MILLION)
                                                    TABLE 233 POST-COVID-19: MEA EMOTION DETECTION AND RECOGNITION MARKET SIZE,  BY SOLUTIONS, 2020–2026(USD MILLION)
                                   12.5.7.1.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 234 MEA: MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 235 POST-COVID-19: MEA MARKET SIZE,  BY APPLICATION AREA, 2020-2026(USD MILLION)
                                   12.5.7.1.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 236 MEA: MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)
                                                    TABLE 237 POST-COVID-19: MEA MARKET SIZE,  BY VERTICAL, 2020–2026 (USD MILLION)
                       12.5.7.2 Latin America
                                   12.5.7.2.1 Market estimates and forecasts, by technology, 2014–2026
                                                    TABLE 238 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY TECHNOLOGY, 2014–2019 (USD MILLION)
                                                    TABLE 239 POST-COVID-19: LATIN AMERICA MARKET SIZE, BY TECHNOLOGY, 2020–2026(USD MILLION)
                                   12.5.7.2.2 Market estimates and forecast, by component,2019–2026
                                                    TABLE 240 LATIN AMERICA: MARKET SIZE,  BY COMPONENT, 2014–2019 (USD MILLION)
                                                    TABLE 241 POST-COVID-19: LATIN AMERICA MARKET SIZE, BY COMPONENT, 2020–2026 (USD MILLION)
                                   12.5.7.2.3 Market estimates and forecasts, by solutions, 2014–2026
                                                    TABLE 242 LATIN AMERICA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                                                    TABLE 243 POST-COVID-19: LATIN AMERICA MARKET SIZE, BY SOFTWARE, 2020–2026 (USD MILLION)
                                   12.5.7.2.4 Market estimates and forecasts, by application area,  2014–2026
                                                    TABLE 244 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET SIZE, BY APPLICATION AREA, 2014–2019 (USD MILLION)
                                                    TABLE 245 POST-COVID-19: LATIN AMERICA MARKET SIZE, BY APPLICATION AREA, 2020–2026(USD MILLION)
                                   12.5.7.2.5 Market estimates and forecasts, by vertical, 2014–2026
                                                    TABLE 246 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2014–2019 (USD MILLION)
                                                    TABLE 247 POST-COVID-19: LATIN AMERICA MARKET SIZE, BY VERTICAL, 2020–2026 (USD MILLION)

13 COMPETITIVE LANDSCAPE (Page No. - 240)
     13.1 OVERVIEW
     13.2 MARKET EVALUATION FRAMEWORK
               FIGURE 32 EMOTION DETECTION AND RECOGNITION: MARKET EVALUATION FRAMEWORK
     13.3 ESTIMATED MARKET SHARE RANGE OF KEY PLAYERS
               TABLE 248 ESTIMATED SHARE OF KEY PLAYERS IN THE EMOTION DETECTION AND RECOGNITION MARKET, 2020
     13.4 HISTORICAL REVENUE ANALYSIS
               FIGURE 33 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF LEADING EMOTION DETECTION AND RECOGNITION PROVIDERS
     13.5 COMPANY EVALUATION QUADRANT
             13.5.1 STARS
             13.5.2 EMERGING LEADERS
             13.5.3 PERVASIVE PLAYERS
             13.5.4 PARTICIPANTS
                       FIGURE 34 EMOTION DETECTION AND RECOGNITION MARKET (GLOBAL),  COMPANY EVALUATION QUADRANT, 2020
     13.6 COMPANY EVALUATION QUADRANT – PRODUCT FOOTPRINT
               TABLE 249 COMPANY PRODUCT FOOTPRINT
               TABLE 250 COMPANY SOFTWARE FOOTPRINT
               FIGURE 35 COMPANY INDUSTRY FOOTPRINT
               TABLE 251 COMPANY REGION FOOTPRINT
     13.7 STARTUP/SME EVALUATION QUADRANT, 2020
             13.7.1 PROGRESSIVE COMPANIES
             13.7.2 RESPONSIVE COMPANIES
             13.7.3 DYNAMIC COMPANIES
             13.7.4 STARTING BLOCKS
                       FIGURE 36 EMOTION DETECTION AND RECOGNITION MARKET (GLOBAL), STARTUP/SME EVALUATION QUADRANT, 2020
     13.8 COMPETITIVE SCENARIO
             13.8.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS
                       TABLE 252 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2017–2020
             13.8.2 DEALS
                       TABLE 253 DEALS, 2017–2020
             13.8.3 OTHERS
                       TABLE 254 OTHER RECENT DEVELOPMENTS, 2017–2020

14 COMPANY PROFILES (Page No. - 254)
     14.1 INTRODUCTION
     14.2 KEY PLAYERS
(Business overview, Product/software offered, Recent developments, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats)*
             14.2.1 NEC
                       FIGURE 37 NEC: COMPANY SNAPSHOT
                       TABLE 255 NEC: BUSINESS OVERVIEW
                       TABLE 256 NEC: PRODUCT/SOFTWARE OFFERED
             14.2.2 IBM
                       FIGURE 38 IBM: COMPANY SNAPSHOT
                       TABLE 257 IBM: BUSINESS OVERVIEW
                       TABLE 258 IBM: PRODUCT/SOFTWARE OFFERED
             14.2.3 MICROSOFT
                       FIGURE 39 MICROSOFT: COMPANY SNAPSHOT
                       TABLE 259 MICROSOFT: BUSINESS OVERVIEW
                       TABLE 260 MICROSOFT: PRODUCT/SOLUTIONS OFFERED
             14.2.4 APPLE
                       FIGURE 40 APPLE: COMPANY SNAPSHOT
                       TABLE 261 APPLE: BUSINESS OVERVIEW
                       TABLE 262 APPLE: SERVICES OFFERED
             14.2.5 GOOGLE
                       FIGURE 41 GOOGLE: COMPANY SNAPSHOT
                       TABLE 263 GOOGLE: BUSINESS OVERVIEW
                       TABLE 264 GOOGLE: PRODUCT/SOLUTIONS OFFERED
             14.2.6 TOBII
                       FIGURE 42 TOBII: COMPANY SNAPSHOT
                       TABLE 265 TOBII: BUSINESS OVERVIEW
                       TABLE 266 TOBII: PRODUCT/SOFTWARE OFFERED
             14.2.7 INTEL
                       TABLE 267 INTEL: BUSINESS OVERVIEW
                       TABLE 268 INTEL: PRODUCT/SOFTWARE OFFERED
             14.2.8 NOLDUS INFORMATION TECHNOLOGY
                       TABLE 269 NODUL INFORMATION TECHNOLOGY: BUSINESS OVERVIEW
                       TABLE 270 NOLDUS INFORMATION TECHNOLOGY: PRODUCT/SOFTWARE OFFERED
             14.2.9 COGNITEC SYSTEMS
                       TABLE 271 COGNITEC SYSTEMS: BUSINESS OVERVIEW
                       TABLE 272 COGNITEC SYSTEMS: PRODUCT/SOFTWARE OFFERED
               14.2.10 EYESIGHT TECHNOLOGIES
                          TABLE 273 EYESIGHT TECHNOLOGIES: BUSINESS OVERVIEW
                          TABLE 274 EYESIGHT TECHNOLOGIES: PRODUCT/SOFTWARE OFFERED
               14.2.11 ELLIPTIC LABS
                          TABLE 275 ELLIPTIC LABS: BUSINESS OVERVIEW
                          TABLE 276 ELLIPTIC LABS: PRODUCT/SOFTWARE OFFERED
               14.2.12 AFFECTIVA
                          TABLE 277 AFFECTIVA: BUSINESS OVERVIEW
                          TABLE 278 AFFECTIVA: PRODUCT/SOFTWARE OFFERED
               14.2.13 NVISO
                          TABLE 279 NVISO: BUSINESS OVERVIEW
                          TABLE 280 NVISO: PRODUCT/SOFTWARE OFFERED
               14.2.14 GESTURETEK
               14.2.15 IMOTIONS
               14.2.16 NUMENTA
               14.2.17 KAIROS
               14.2.18 POINTGRAB
     14.3 OTHER PLAYERS
             14.3.1 BEYOND VERBAL
                       TABLE 281 BEYOND VERBAL: BUSINESS OVERVIEW
                       TABLE 282 BEYOND VERBAL: PRODUCT/SOFTWARE OFFERED
             14.3.2 SENTIANCE
                       TABLE 283 SENTIANCE: BUSINESS OVERVIEW
                       TABLE 284 SENTIANCE: PRODUCT/SOFTWARE OFFERED
             14.3.3 SONY DEPTHSENSING SOLUTIONS
                       TABLE 285 SONY DEPTHSENSING SOLUTIONS: BUSINESS OVERVIEW
                       TABLE 286 SONY DEPTHSNSING SOLUTION: PRODUCT/SOFTWARE OFFERED
             14.3.4 AYONIX
                       TABLE 287 AYONIX: BUSINESS OVERVIEW
                       TABLE 288 AYONIX: PRODUCT/SOFTWARE OFFERED
             14.3.5 SIGHTCORP
             14.3.6 CROWDEMOTION
             14.3.7 EYERIS
             14.3.8 PYREOS

*Details on Business overview, Product/software offered, Recent developments, MnM view, Key strengths/Right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

15 ADJACENT MARKETS (Page No. - 306)
     15.1 INTRODUCTION TO ADJACENT MARKETS
               TABLE 289 ADJACENT MARKETS AND FORECASTS
     15.2 LIMITATIONS
     15.3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM AND ADJACENT MARKETS
     15.4 EDGE AI SOFTWARE MARKET
             15.4.1 EDGE AI SOFTWARE MARKET, BY DATA SOURCE
                       TABLE 290 EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2016–2023 (USD MILLION)
                       TABLE 291 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,  2016–2023 (USD MILLION)
                       TABLE 292 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,  2016–2023 (USD MILLION)
                       TABLE 293 APAC: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,  2016–2023 (USD MILLION)
                       TABLE 294 MEA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,  2016–2023 (USD MILLION)
                       TABLE 295 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE,  2016–2023 (USD MILLION)
             15.4.2 EDGE AI SOFTWARE MARKET, BY VERTICAL
                       TABLE 296 EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
                       TABLE 297 NORTH AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,  2016–2023 (USD MILLION)
                       TABLE 298 EUROPE: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL, 2016–2023 (USD MILLION)
                       TABLE 299 APAC: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,  2016–2023 (USD MILLION)
                       TABLE 300 MEA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,  2016–2023 (USD MILLION)
                       TABLE 301 LATIN AMERICA: EDGE AI SOFTWARE MARKET SIZE, BY VERTICAL,  2016–2023 (USD MILLION)
     15.5 FACIAL RECOGNITION MARKET
             15.5.1 FACIAL RECOGNITION MARKET, BY SOLUTIONS
                       TABLE 302 FACIAL RECOGNITION SOLUTIONS MARKET SIZE, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 303 FACIAL RECOGNITION SOLUTIONS MARKET SIZE, BY TYPE,  2017–2024 (USD MILLION)
                       TABLE 304 2D FACIAL RECOGNITION MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
                       TABLE 305 3D FACIAL RECOGNITION MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
                       TABLE 306 FACIAL ANALYTICS MARKET SIZE, BY REGION, 2017–2024 (USD MILLION)
                       TABLE 307 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE  TOOL,  2017–2024 (USD MILLION)
                       TABLE 308 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE  TOOL,  2017–2024 (USD MILLION)
                       TABLE 309 APAC: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE  TOOL,  2017–2024 (USD MILLION)
                       TABLE 310 MEA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE  TOOL,  2017–2024 (USD MILLION)
                       TABLE 311 LATIN AMERICA: FACIAL RECOGNITION MARKET SIZE, BY SOFTWARE  TOOL,  2017–2024 (USD MILLION)
             15.5.2 FACIAL RECOGNITION MARKET, BY VERTICAL
                       TABLE 312 FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017—2024 (USD MILLION)
                       TABLE 313 FACIAL RECOGNITION MARKET SIZE IN BANKING, FINANCIAL SERVICES,  AND INSURANCE, BY REGION, 2017–2024 (USD MILLION)
                       TABLE 314 FACIAL RECOGNITION MARKET SIZE IN GOVERNMENT AND DEFENSE, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 315 FACIAL RECOGNITION MARKET SIZE IN RETAIL AND E-COMMERCE, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 316 FACIAL RECOGNITION MARKET SIZE IN HEALTHCARE, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 317 FACIAL RECOGNITION MARKET SIZE IN EDUCATION, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 318 FACIAL RECOGNITION MARKET SIZE IN AUTOMOTIVE, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 319 FACIAL RECOGNITION MARKET SIZE IN OTHER VERTICALS, BY REGION,  2017–2024 (USD MILLION)
                       TABLE 320 NORTH AMERICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL,  2017–2024 (USD MILLION)
                       TABLE 321 EUROPE: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL, 2017–2024 (USD MILLION)
                       TABLE 322 APAC: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL,  2017–2024 (USD MILLION)
                       TABLE 323 MEA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL,  2017–2024 (USD MILLION)
                       TABLE 324 LATIN AMERICA: FACIAL RECOGNITION MARKET SIZE, BY VERTICAL,  2017–2024 (USD MILLION)

16 APPENDIX (Page No. - 321)
     16.1 DISCUSSION GUIDE
     16.2 KNOWLEDGE STORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL
     16.3 AVAILABLE CUSTOMIZATIONS
     16.4 RELATED REPORTS
     16.5 AUTHOR DETAILS

The study involved four major activities to estimate the current size of the emotion detection and recognition market. An exhaustive secondary research was done to collect information on the market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain using primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. Thereafter, the market breakup and data triangulation procedures were used to estimate the size of the segments and subsegments of the market.

Secondary Research

Secondary research was mainly used to obtain key information about the industry’s supply chain, country-wise technology expenditures, the total pool of key players, market classification and segmentation, key developments from both market- and technology oriented perspectives, economic trends, and currency exchange rates. For instance, the market size of companies offering emotion detection and recognition solutions and services to various segments is based on the secondary data available through paid databases and publicly available information.  In the secondary research process, various sources were referred to, for identifying and collecting information for this study. The secondary sources included annual reports, press releases, investor presentations of companies, white papers, journals, and certified publications; articles from recognized authors; directories; and databases.

Primary Research

In the primary research process, various primary sources were interviewed to obtain qualitative and quantitative information about the market. The primary sources from the supply-side included various industry experts, such as Chief X Officers (CXOs), Vice Presidents (VPs), directors from business development, marketing, product development/innovation teams, and corporate communications, and related key executives from industry associations, management consultants; technology partners; key opinion leaders; and vendors, such as Google, IBM, Microsoft, NEC Affectiva, Sightcorp, Kairos, and Eyeris.

The emotion detection and recognition market comprises several stakeholders, emotion detection and recognition specialists, emotion detection and recognition solution providers, facial expression recognition specialists, facial recognition solution providers, speech and voice recognition specialists, gesture and posture recognition specialists, business analysts, business intelligence tools, enterprise users, telecommunication providers, technology consultants, and System Integrators (SIs). The demand side of the market consists of enterprises, defense and security agency, commercial and industrial segments. The supply side includes emotion detection and recognition solutions providers. Various primary sources from both the supply and demand sides of the market were interviewed to obtain qualitative and quantitative information.

Emotion Detection and Recognition Market   Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both top-down and bottom-up approaches were used to estimate and validate the total size of the emotion detection and recognition market. These methods were also used extensively to estimate the size of various segments in the market. The research methodology used to estimate the market size includes the following:

  • Key players in the market have been identified through extensive secondary research.
  • The industry’s supply chain and market size, in terms of value, have been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakups have been determined using secondary sources and verified through primary sources.

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation, and market breakup procedures were employed, wherever applicable. The data was triangulated by studying various factors and trends from both the demand and supply sides.

Report Objectives

  • To define, determine, and forecast the emotion detection and recognition market, by technology, software tool, application area, end user, and region, from 2014 to 2026, and analyze the various macro and microeconomic factors that impact the market growth.
  • To forecast the size of the market segments with respect to the four main regions: North America, Europe, Asia Pacific (APAC), and RoW.
  • To provide detailed information about the major factors (drivers, restraints, opportunities, and challenges) influencing the growth of the market.
  • To analyze each submarket with respect to individual growth trends, prospects, and contribution to the total market.
  • To analyze market opportunities for stakeholders by identifying high-growth segments in the emotion detection and recognition market.
  • To profile key market players; provide a comparative analysis based on business overviews, regional presence, product offerings, business strategies, and key financials; and illustrate the competitive landscape of the market.
  • To track and analyze competitive developments, such as mergers and acquisitions, product developments, partnerships and collaborations, and research and development (R&D) activities, in the market.
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