Emotion Detection and Recognition (EDR) Market

Emotion Detection and Recognition (EDR) Market by Component (Software (Facial Expression Recognition, Speech & Voice Recognition) and Services), Application Area, End User, Vertical, and Region (North America, Europe, APAC, RoW) - Global Forecast to 2027

Report Code: TC 4016 Mar, 2023, by marketsandmarkets.com

The global Emotion Detection and Recognition Market size was valued at $23.5 billion in 2022 and it is projected to reach $42.9 billion by the end of 2027 at a CAGR of 12.8% during the forecast period. The major factors driving the market growth include the adoption of AI, ML, and deep learning technologies across the globe, rising need for emotion recognition models by intelligent systems, and growing popularity of wearable devices. Moreover, the increasing demand for IoT technology and applications and the increasing government initiatives to leverage benefits of EDR technology will drive the demand for these products in the near future.

Emotion Detection and Recognition (EDR) Market

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COVID-19 Impact

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 effective computing technology adoption
  • Emerging touchless identity verification systems to increase the demand for effective computing systems

Emotion Detection and Recognition Market Dynamics

Driver: Growing popularity of wearable devices

Skin-conductance sensors are widely used by psychologists and therapists in clinics, hospitals, and other settings. Additionally, bracelets now have emotional components as a result of the Internet of Things (IoT). These emotion-based sensors are simple to use and moderately priced and have a wide range of applications. They can be used to monitor and analyze physical health, access responses to stressful events, and enhance how people deal with stress and anxiety. Emotional Artificial Intelligence (AI)-supported hardware and software may detect and analyze eye movements, facial expressions, voice changes, and more, in addition to monitoring and analyzing skin conductance, breathing, and heart rate. They do not require costly hardware, but rather the installation of some recognition software or new code for PCs or cellphones.

Restraint: High production cost

EDR system manufacture is much expensive and the subsequent return on investment is less substantial, making it difficult for organizations with limited financial resources to use the platform. The bulk of supporting technologies, such as wearable computing and gesture recognition, have high development costs, posing a barrier to the industry's growth. One of the primary challenges to organizations implementing these solutions and services is the expense of educating Al enablers to perform a certain task. Understanding and triggering human emotions is a variable that requires substantial programming, training, and debugging methods. The financial expense of implementing emotion detection technology solutions and the cultural understanding of human society is huge and complicated, leading to a slow adoption rate during the forecast period.

Opportunity: Increasing government initiatives to leverage benefits of EDR technology

Emotion detection technology is becoming increasingly popular with businesses and governments all over the world. For instance, the UK government is utilizing Al to identify and gauge residents' emotions on social media. Additionally, government agencies and EDR organizations are creating councils, defining new norms and rules, and constructing frameworks to implement Al governance solutions. Corporations have organized committees to identify risk issues for Al technology, and local governments and industrial clusters have invested in Al technology and organized committees to perform in-depth investigations on the ethical usage of Al. For instance, in March 2021, the French government funded USD 2.4 billion for Al technology development and organized an international study committee in conjunction with Canada to investigate the consequences and new potential of Al technology.

Challenge: Ethical issues in EDR technology

EDR has been operating for a while, but it has recently come under scrutiny. This is mostly due to the ethical problems that customers and technology developers are becoming increasingly aware of. Scepticism is mostly motivated by inefficiencies and biases in EDR models. This technology is immensely divisive, especially in the realm of law enforcement. Several cases of wrongful incarceration may be traced back to defective facial and emotion detection technologies. As a result, many firms have abandoned EDR, while others are unwilling to adopt it. For instance, following the George Floyd case, IBM stopped providing face and emotion recognition software to law enforcement groups for mass monitoring or racial profiling. After IBM's announcement, Amazon set a one-year embargo on the use of face and EDR technology. Similarly, Microsoft prohibited the police from using their facial recognition technology until new government regulations and policies were enacted.

Emotion Detection and Recognition Market Ecosystem

Emotion Detection and Recognition (EDR) Market Ecosystem

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By vertical, the healthcare and social assistance segment to grow at the highest market size during the forecast period

Emotion detection technology is becoming increasingly useful in medical emergencies and healthcare, allowing doctors to spend more time with their patients. It also helps patients become more aware of their emotional states and better manage their emotions in stressful or demanding situations. Additionally, AI can help doctors and therapists increase emotional awareness for their patients, such as in expressing empathy, and deliver diagnoses more quickly and with more accuracy. It can also be an important tool to predict how patients will approach therapy and take steps to ensure they are successful and remain in treatment. Thus, these factors drives the healthcare and social assistance segment to grow at the highest market size during the forecast period.

By Software, the biosensing solutions and apps segment to grow at the highest market size during the forecast period

This technology is gaining popularity due to its dependability, precision, and low cost. Moreover, biometric identification technologies provide financial institutions with a competitive edge as clients want better security against fraud and identity theft. Additionally, the consumer electronics business is one that is always growing. This industry has seen a fast increase in new advances in recent years. Alexa, a voice assistant speaker or smartphone with speech and voice recognition capabilities, is a well-known example of these advancements. Due to its security and cost-effectiveness, biometrics is also considered to be one of the most groundbreaking technologies in the consumer electronics market. As a result, the biosensing solutions and applications category is expected to increase at the fastest rate over the projection period.

By component, the services segment is to grow at the highest CAGR during the forecast period

The increasing adoption of AI and ML in biometrics, as well as security and surveillance, has encouraged the growth of the emotion detection and recognition market, which, in turn, is projected to drive the growth of the services segment. Additionally, with several regions adapting to new image recognition technology trends, the usage rate of image recognition solutions and services by verticals, such as security and surveillance, retail, and automobiles, is increasing. Thus, driving the services segment to grow at the highest CAGR during the forecast period.

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

Many significant market players are present in North America, providing cutting-edge solutions to all regional end customers. In North America, the US and Canada are anticipated to contribute significantly to the expansion of the market for emotion detection and recognition due to their robust economies. Apart from this aspect, the geographical presence, strategic investments, collaborations, and substantial Research and Development efforts are influencing the extensive deployments of emotion detection and recognition systems. Enhanced emotion detection and recognition solutions are provided by leading vendors like Affectiva, Kairos, and Eyeris as well as a number of startups in the area to meet consumer demands. Thus, these factors are anticipated to support the market for global emotion recognition and detection in North America.

Emotion Detection and Recognition (EDR) Market by Region

Key Market Players

NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), Tobii (Sweden), Affectiva (US), Elliptic Labs (Norway), Intel (US), Cognitec (Germany), NVISO (Switzerland), Noldus (Netherlands), Gesturetek (Canada), iMotions (Denmark), Numenta (US), PointGrab (Israel), Ayonix (Japan), Pyreos (UK), Eyeris (US), Beyond Verbal (Israel), Kairos (US), Sentiance (Belgium), Raydiant (US), and Sony Depthsensing Solutions (Belgium) are the key players and other players in the EDR market.

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Scope of the Report

Report Metrics

Details

Market size in 2022

US $23.5 billion

Revenue Forecast Size in 2027

US $42.9 billion

Growth Rate

12.8% CAGR

Segments covered

Component, Software, Application Area, End User, Vertical And Region

Geographies covered

North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Companies covered

Major vendors in the global EDR market include NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), Tobii (Sweden), Affectiva (US), Elliptic Labs (Norway), Intel (US), Cognitec (Germany), NVISO (Switzerland), Noldus (Netherlands), GestureTek (Canada), iMotions (Denmark), Numenta (US), PointGrab (Israel), Ayonix (Japan), Pyreos (UK), Eyeris (US), Beyond Verbal (Israel), Kairos (US), Sentiance (Belgium), Raydiant (US), and Sony Depthsense Solutions (Belgium).

The study categorizes the EDR market by component, software, application areas, end users, verticals, and region.

By Component:
  • Software
  • Services
By Software:
  • Facial Expression Recognition
  • Biosensing Solutions and Apps
  • Speech and Voice Recognition
  • Gesture and Posture Recognition
By Application Areas:
  • Medical Emergency
  • Marketing and Advertising
  • Law Enforcement, Surveillance, and Monitoring
  • Entertainment and Consumer Electronics
  • Other Application areas (robotics and eLearning)
By End Users:
  • Enterprises
  • Defense and Security Agency
  • Commercial
  • Industrial
  • Other End User (people using wearable devices, mobile phones, and independent institutions)
By Verticals:
  • Academia and Research
  • Media and Entertainment
  • IT and ITES
  • Healthcare and Social Assistance
  • Telecommunications
  • Retail and eCommerce
  • Automotive
  • BFSI
  • Other Verticals (travel, security, energy and power, and consumer electronics)
By Region:
  • North America
  • Europe
  • Middle East and Africa
  • Asia Pacific
  • 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 multi-cloud. This acquisition will significantly expand IBM's portfolio of hybrid multi-cloud 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 for 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):

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TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 47)
    1.1 STUDY OBJECTIVES 
    1.2 MARKET DEFINITION 
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 MARKET SCOPE 
           1.3.1 MARKET SEGMENTATION
           1.3.2 REGIONS COVERED
           1.3.3 YEARS CONSIDERED
    1.4 CURRENCY CONSIDERED 
           TABLE 1 USD EXCHANGE RATES, 2018–2021
    1.5 STAKEHOLDERS 
    1.6 SUMMARY OF CHANGES 
 
2 RESEARCH METHODOLOGY (Page No. - 52)
    2.1 RESEARCH DATA 
           FIGURE 1 GLOBAL EMOTION DETECTION AND RECOGNITION MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    2.1.2.1 Breakdown of primary profiles
                               FIGURE 2 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION,  AND REGION
                    2.1.2.2 Key industry insights
    2.2 DATA TRIANGULATION 
    2.3 MARKET SIZE ESTIMATION 
           FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE OF SOFTWARE/SERVICES OF EMOTION DETECTION AND RECOGNITION MARKET
           FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOFTWARE/SERVICES OF EMOTION DETECTION AND RECOGNITION
    2.4 MARKET FORECAST 
           TABLE 2 FACTOR ANALYSIS
    2.5 RECESSION IMPACT AND RESEARCH ASSUMPTIONS 
           2.5.1 RECESSION IMPACT
           2.5.2 RESEARCH ASSUMPTIONS
    2.6 LIMITATIONS 
 
3 EXECUTIVE SUMMARY (Page No. - 60)
    TABLE 3 EMOTION DETECTION AND RECOGNITION MARKET SIZE AND GROWTH,  2016–2021 (USD MILLION, Y-O-Y%) 
    TABLE 4 MARKET SIZE AND GROWTH,  2022–2027 (USD MILLION, Y-O-Y%) 
    FIGURE 5 GLOBAL MARKET SIZE AND Y-O-Y GROWTH RATE 
    FIGURE 6 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2022 
 
4 PREMIUM INSIGHTS (Page No. - 63)
    4.1 BRIEF OVERVIEW OF MARKET 
           FIGURE 7 GLOBAL ADOPTION OF ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, AND DEEP LEARNING TECHNOLOGIES TO DRIVE SOLUTIONS
    4.2 MARKET: SHARE OF TOP THREE VERTICALS AND REGIONS, 2022 
           FIGURE 8 HEALTHCARE AND SOCIAL ASSISTANCE SEGMENT AND NORTH AMERICA TO HOLD LARGEST MARKET SHARES IN 2022
    4.3 MARKET, BY COMPONENT, 2022–2027 
           FIGURE 9 SOFTWARE SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD
    4.4 MARKET, BY SOFTWARE, 2022–2027 
           FIGURE 10 BIOSENSING SOLUTIONS AND APPS SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
    4.5 MARKET, BY END USER, 2022–2027 
           FIGURE 11 DEFENSE AND SECURITY AGENCY SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
    4.6 MARKET, BY APPLICATION AREA, 2022–2027 
           FIGURE 12 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
    4.7 MARKET INVESTMENT SCENARIO, BY REGION 
           FIGURE 13 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS
 
5 EMOTION DETECTION AND RECOGNITION MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 67)
    5.1 INTRODUCTION 
           FIGURE 14 MARKET: IMPLEMENTATION AND WORK PROCESS
    5.2 MARKET DYNAMICS 
           FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Adoption of AI, ML, and deep learning technologies worldwide
                    5.2.1.2 Rising need for emotion recognition models by intelligent systems
                    5.2.1.3 Growing popularity of wearable devices
           5.2.2 RESTRAINTS
                    5.2.2.1 Insufficient database and technical problems to lead to discrepancies and false results
                    5.2.2.2 High production cost
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Increasing demand for IoT technology and applications
                    5.2.3.2 Increasing government initiatives to leverage benefits of EDR technology
           5.2.4 CHALLENGES
                    5.2.4.1 Privacy and data breach issues
                    5.2.4.2 Ethical issues in EDR technology
    5.3 CASE STUDY ANALYSIS 
           5.3.1 CASE STUDY 1: IBM HELPED NVISO CREATE CLOUD SYSTEM THAT ANALYZES FACIAL EXPRESSIONS
           5.3.2 CASE STUDY 2: FACE RECOGNITION BY COGNITEC DEPLOYED IN VERIDOS EGATES AT BANGLADESH AIRPORT
           5.3.3 CASE STUDY 3: AFFECTIVA HELPED GIPHY BRING EMOTIONS AND EXPRESSIONS TO DIGITAL COMMUNICATION
    5.4 VALUE CHAIN ANALYSIS 
           FIGURE 16 VALUE CHAIN ANALYSIS: EMOTION AND DETECTION RECOGNITION MARKET
    5.5 ECOSYSTEM ANALYSIS 
           FIGURE 17 EMOTION DETECTION AND RECOGNITION MARKET: ECOSYSTEM
           TABLE 5 MARKET ECOSYSTEM
    5.6 PORTER’S FIVE FORCES ANALYSIS 
           FIGURE 18 PORTER’S FIVE FORCES ANALYSIS
           TABLE 6 PORTER’S FIVE FORCES ANALYSIS
           5.6.1 THREAT OF NEW ENTRANTS
           5.6.2 THREAT OF SUBSTITUTES
           5.6.3 BARGAINING POWER OF SUPPLIERS
           5.6.4 BARGAINING POWER OF BUYERS
           5.6.5 INTENSITY OF COMPETITIVE RIVALRY
    5.7 PRICING ANALYSIS 
           5.7.1 AVERAGE SELLING PRICE, BY KEY PLAYER AND APPLICATION
                    TABLE 7 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP APPLICATIONS (USD)
           5.7.2 AVERAGE SELLING PRICE, BY SME PLAYER AND APPLICATION
                    TABLE 8 AVERAGE SELLING PRICES OF SMES FOR TOP THREE APPLICATIONS (USD)
    5.8 TECHNOLOGY ANALYSIS 
           FIGURE 19 MARKET: TECHNOLOGY ANALYSIS
           5.8.1 EMOTION DETECTION AND RECOGNITION, ARTIFICIAL INTELLIGENCE, AND MACHINE LEARNING
           5.8.2 EMOTION DETECTION AND RECOGNITION AND DEEP LEARNING TECHNOLOGY
           5.8.3 ENHANCED USAGE OF EMOTION DETECTION AND RECOGNITION TECHNOLOGY IN AUTOMOBILES
           5.8.4 EMOTION DETECTION AND RECOGNITION TECHNOLOGY IN HEALTHCARE
           5.8.5 EMOTION RECOGNITION TECHNOLOGY FOR TRAINING SCENARIOS, SIMULATIONS, AND VIDEO GAMES
    5.9 PATENT ANALYSIS 
           TABLE 9 MARKET: PATENTS
           FIGURE 20 PATENT ANALYSIS: EMOTION DETECTION AND RECOGNITION MARKET
    5.1 TRENDS AND DISRUPTIONS IMPACTING BUYERS 
           FIGURE 21 TRENDS AND DISRUPTIONS IMPACTING BUYERS
    5.11 TARIFF AND REGULATORY LANDSCAPE 
           5.11.1 INTRODUCTION
           5.11.2 INFORMATION TECHNOLOGY (IT) ACT, 2000
           5.11.3 GENERAL DATA PROTECTION REGULATION COMPLIANCE
           5.11.4 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
           5.11.5 EUROPEAN NETWORK AND INFORMATION SECURITY AGENCY
                    TABLE 10 LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 
           5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%)
                    TABLE 11 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS (%)
    5.13 KEY CONFERENCES AND EVENTS, 2023 
                    TABLE 12 DETAILED LIST OF CONFERENCES AND EVENTS, 2023
 
6 EMOTION DETECTION AND RECOGNITION MARKET,  BY TECHNOLOGY (Page No. - 91)
    6.1 INTRODUCTION 
    6.2 FEATURE EXTRACTION AND 3D MODELING 
           6.2.1 FEATURE EXTRACTION AND 3D MODELING: MARKET DRIVERS
    6.3 BIOSENSORS TECHNOLOGY 
           6.3.1 BIOSENSORS TECHNOLOGY: MARKET DRIVERS
    6.4 NATURAL LANGUAGE PROCESSING 
           6.4.1 NATURAL LANGUAGE PROCESSING: MARKET DRIVERS
    6.5 MACHINE LEARNING 
           6.5.1 MACHINE LEARNING: MARKET DRIVERS
    6.6 OTHER TECHNOLOGIES 
 
7 EMOTION DETECTION AND RECOGNITION MARKET, BY HARDWARE (Page No. - 95)
    7.1 INTRODUCTION 
    7.2 SENSORS 
           7.2.1 SENSORS: MARKET DRIVERS
    7.3 CAMERAS 
           7.3.1 CAMERAS: MARKET DRIVERS
    7.4 STORAGE DEVICES AND PROCESSORS 
           7.4.1 STORAGE DEVICES AND PROCESSORS: MARKET DRIVERS
    7.5 OTHER HARDWARE DEVICES 
 
8 EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT (Page No. - 98)
    8.1 INTRODUCTION 
           FIGURE 23 SERVICES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
           TABLE 13 MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
           TABLE 14 MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
    8.2 SOFTWARE 
           8.2.1 ADVANCED EMOTION MEASUREMENT SOFTWARE TOOLS TO BOOST MARKET
           8.2.2 SOFTWARE: EMOTION RECOGNITION AND RECOGNITION MARKET DRIVERS
                    TABLE 15 SOFTWARE: MARKET, BY REGION,  2016–2021 (USD MILLION)
                    TABLE 16 SOFTWARE: MARKET, BY REGION,  2022–2027 (USD MILLION)
    8.3 SERVICES 
           8.3.1 SIGNIFICANT GROWTH IN FACIAL RECOGNITION MONITORING TO GENERATE DEMAND FOR SECURITY SERVICES
           8.3.2 SERVICES: MARKET DRIVERS
                    TABLE 17 SERVICES: MARKET, BY REGION,  2016–2021 (USD MILLION)
                    TABLE 18 SERVICES: MARKET, 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. - 103)
    9.1 INTRODUCTION 
           FIGURE 24 FACIAL EXPRESSION RECOGNITION SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
           TABLE 19 MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
           TABLE 20 MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
    9.2 FACIAL EXPRESSION RECOGNITION 
           9.2.1 RISING CONCERNS ABOUT ETHICAL PRIVACY REGARDING FACIAL RECOGNITION SOFTWARE TO BOOST MARKET
           9.2.2 FACIAL EXPRESSION RECOGNITION: MARKET DRIVERS
                    TABLE 21 FACIAL EXPRESSION RECOGNITION: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 22 FACIAL EXPRESSION RECOGNITION: MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.3 BIOSENSING SOLUTIONS AND APPS 
           9.3.1 RISING ACCURACY ACROSS BIOMEDICINE AND LIFE SCIENCES SECTOR TO BOOST SALES
           9.3.2 BIOSENSING SOLUTIONS AND APPS: MARKET DRIVERS
                    TABLE 23 BIOSENSING SOLUTIONS AND APPS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 24 BIOSENSING SOLUTIONS AND APPS: MARKET, BY REGION, 2022–2027 (USD MILLION)
    9.4 SPEECH AND VOICE RECOGNITION 
           9.4.1 INTEGRATION OF ADVANCED TECHNOLOGIES TO PROPEL GROWTH OF SPEECH AND VOICE RECOGNITION TECHNOLOGIES
           9.4.2 SPEECH AND VOICE RECOGNITION: MARKET DRIVERS
                    TABLE 25 SPEECH AND VOICE RECOGNITION: MARKET,  BY REGION, 2016–2021 (USD MILLION)
                    TABLE 26 SPEECH AND VOICE RECOGNITION: MARKET,  BY REGION, 2022–2027 (USD MILLION)
    9.5 GESTURE AND POSTURE RECOGNITION 
           9.5.1 EFFECTIVE USAGE ACROSS AUTOMOTIVE SECTOR TO FUEL DEMAND
           9.5.2 GESTURE AND POSTURE RECOGNITION: MARKET DRIVERS
                    TABLE 27 GESTURE AND POSTURE RECOGNITION: MARKET, BY REGION, 2016–2021 (USD MILLION)
                    TABLE 28 GESTURE AND POSTURE RECOGNITION: MARKET, BY REGION, 2022–2027 (USD MILLION)
 
10 EMOTION DETECTION AND RECOGNITION MARKET,  BY APPLICATION AREA (Page No. - 111)
     10.1 INTRODUCTION 
               FIGURE 25 MEDICAL EMERGENCY SEGMENT TO RECORD HIGHEST GROWTH RATE DURING FORECAST PERIOD
               TABLE 29 MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
               TABLE 30 MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
     10.2 MEDICAL EMERGENCY 
             10.2.1 NEED TO SECURE CRITICAL PATIENT DATA TO BOOST SEGMENT GROWTH
             10.2.2 MEDICAL EMERGENCY: MARKET DRIVERS
                       TABLE 31 MEDICAL EMERGENCY: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 32 MEDICAL EMERGENCY: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.3 MARKETING AND ADVERTISING 
             10.3.1 DEMAND FOR EMOTION ANALYTICS MEASUREMENT ACROSS TARGET MARKETING AND ADVERTISING TO DRIVE MARKET
             10.3.2 MARKETING AND ADVERTISING: MARKET DRIVERS
                       TABLE 33 MARKETING AND ADVERTISING: EMOTION DETECTION AND RECOGNITION MARKET,  BY REGION, 2016–2021 (USD MILLION)
                       TABLE 34 MARKETING AND ADVERTISING: MARKET,  BY REGION, 2022–2027 (USD MILLION)
     10.4 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING 
             10.4.1 LIVENESS DETECTION AND SUSPECT TRACKING HELPING MASS SURVEILLANCE TO PROPEL MARKET
             10.4.2 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: MARKET DRIVERS
                       TABLE 35 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 36 LAW ENFORCEMENT, SURVEILLANCE, AND MONITORING: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.5 ENTERTAINMENT AND CONSUMER ELECTRONICS 
             10.5.1 COGNITIVE SERVICES ACROSS ENTERTAINMENT INDUSTRY TO PROPEL GROWTH
             10.5.2 ENTERTAINMENT AND CONSUMER ELECTRONICS: MARKET DRIVERS
                       TABLE 37 ENTERTAINMENT AND CONSUMER ELECTRONICS: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 38 ENTERTAINMENT AND CONSUMER ELECTRONICS: MARKET, BY REGION, 2022–2027 (USD MILLION)
     10.6 OTHER APPLICATION AREAS 
               TABLE 39 OTHER APPLICATION AREAS: MARKET,  BY REGION, 2016–2021 (USD MILLION)
               TABLE 40 OTHER APPLICATION AREAS: MARKET,  BY REGION, 2022–2027 (USD MILLION)
 
11 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER (Page No. - 120)
     11.1 INTRODUCTION 
               FIGURE 26 COMMERCIAL SEGMENT TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
               TABLE 41 MARKET, BY END USER,  2016–2021 (USD MILLION)
               TABLE 42 MARKET, BY END USER,  2022–2027 (USD MILLION)
     11.2 ENTERPRISES 
             11.2.1 EFFECTIVE DEMOGRAPHIC ANALYSIS ACROSS ENTERPRISES TO DRIVE MARKET
             11.2.2 ENTERPRISES: MARKET DRIVERS
                       TABLE 43 ENTERPRISES: MARKET, BY REGION,  2016–2021 (USD MILLION)
                       TABLE 44 ENTERPRISES: MARKET, BY REGION,  2022–2027 (USD MILLION)
     11.3 DEFENSE AND SECURITY AGENCIES 
             11.3.1 SENSITIVE INFORMATION AND ACCURATE AUTHENTICATION ACROSS DEFENSE AGENCIES TO PROPEL MARKET
             11.3.2 DEFENSE AND SECURITY AGENCIES: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
                       TABLE 45 DEFENSE AND SECURITY AGENCIES: MARKET,  BY REGION, 2016–2021 (USD MILLION)
                       TABLE 46 DEFENSE AND SECURITY AGENCIES: MARKET,  BY REGION, 2022–2027 (USD MILLION)
     11.4 COMMERCIAL 
             11.4.1 MOOD DETECTION FOR CONSUMERS ACROSS COMMERCIAL END-USE SECTOR TO DRIVE MARKET
             11.4.2 COMMERCIAL: MARKET DRIVERS
                       TABLE 47 COMMERCIAL: MARKET, BY REGION,  2016–2021 (USD MILLION)
                       TABLE 48 COMMERCIAL: MARKET, BY REGION,  2022–2027 (USD MILLION)
     11.5 INDUSTRIAL 
             11.5.1 ENHANCED QUALITY CONTROL AND PATTERN RECOGNITION ACROSS HEAVY INDUSTRIES TO BOOST MARKET
             11.5.2 INDUSTRIAL: MARKET DRIVERS
                       TABLE 49 INDUSTRIAL: MARKET, BY REGION,  2016–2021 (USD MILLION)
                       TABLE 50 INDUSTRIAL: MARKET, BY REGION,  2022–2027 (USD MILLION)
     11.6 OTHER END USERS 
               TABLE 51 OTHER END USERS: MARKET, BY REGION, 2016–2021 (USD MILLION)
               TABLE 52 OTHER END USERS: MARKET, BY REGION, 2022–2027 (USD MILLION)
 
12 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL (Page No. - 129)
     12.1 INTRODUCTION 
               FIGURE 27 MEDIA AND ENTERTAINMENT SEGMENT TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
               TABLE 53 MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
               TABLE 54 MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
     12.2 ACADEMIA AND RESEARCH 
             12.2.1 STUDENT MONITORING, ENHANCED RESEARCH TECHNIQUES, AND AGE DETECTION TO DRIVE DEMAND FOR SOLUTIONS
             12.2.2 ACADEMIA AND RESEARCH: MARKET DRIVERS
                       TABLE 55 ACADEMIA AND RESEARCH: MARKET,  BY REGION, 2016–2021 (USD MILLION)
                       TABLE 56 ACADEMIA AND RESEARCH: MARKET,  BY REGION, 2022–2027 (USD MILLION)
     12.3 MEDIA AND ENTERTAINMENT 
             12.3.1 INTEGRATION ACROSS VIDEO, AUDIO, AND IMAGERY FIELD TO GAIN TRACTION
             12.3.2 MEDIA AND ENTERTAINMENT: EMOTION DETECTION AND RECOGNITION MARKET DRIVERS
                       TABLE 57 MEDIA AND ENTERTAINMENT: MARKET,  BY REGION, 2016–2021 (USD MILLION)
                       TABLE 58 MEDIA AND ENTERTAINMENT: MARKET,  BY REGION, 2022–2027 (USD MILLION)
     12.4 IT AND ITES 
             12.4.1 DIGITAL TRANSFORMATION ACROSS ITES COMPANIES THROUGH DEEP INTEGRATION TO DRIVE MARKET
             12.4.2 IT AND ITES: MARKET DRIVERS
                       TABLE 59 IT AND ITES: MARKET, BY REGION,  2016–2021 (USD MILLION)
                       TABLE 60 IT AND ITES: MARKET, BY REGION,  2022–2027 (USD MILLION)
     12.5 HEALTHCARE AND SOCIAL ASSISTANCE 
             12.5.1 ADVANCED BIOSENSING TOOLS TO REVOLUTIONIZE MEDICAL FIELD
             12.5.2 HEALTHCARE AND SOCIAL ASSISTANCE: MARKET DRIVERS
                       TABLE 61 HEALTHCARE AND SOCIAL ASSISTANCE: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 62 HEALTHCARE AND SOCIAL ASSISTANCE: MARKET, BY REGION, 2022–2027 (USD MILLION)
     12.6 TELECOMMUNICATIONS 
             12.6.1 TRACTION ACROSS CUSTOMER CHURN REDUCTION AND DIGITAL ONBOARDING TO DRIVE DEMAND FOR SOLUTIONS
             12.6.2 TELECOMMUNICATIONS: MARKET DRIVERS
                       TABLE 63 TELECOMMUNICATIONS: EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 64 TELECOMMUNICATIONS: MARKET, BY REGION, 2022–2027 (USD MILLION)
     12.7 RETAIL AND ECOMMERCE 
             12.7.1 USE OF COGNITIVE SCIENCE TO ATTRACT CUSTOMERS TO DRIVE MARKET
             12.7.2 RETAIL AND ECOMMERCE: MARKET DRIVERS
                       TABLE 65 RETAIL AND ECOMMERCE: MARKET,  BY REGION, 2016–2021 (USD MILLION)
                       TABLE 66 RETAIL AND ECOMMERCE: MARKET,  BY REGION, 2022–2027 (USD MILLION)
     12.8 AUTOMOTIVE 
             12.8.1 SPECIALLY DESIGNED APIS AND SDKS FOR AUTOMOTIVE INDUSTRY TO GAIN TRACTION
             12.8.2 AUTOMOTIVE: MARKET DRIVERS
                       TABLE 67 AUTOMOTIVE: MARKET, BY REGION,  2016–2021 (USD MILLION)
                       TABLE 68 AUTOMOTIVE: MARKET, BY REGION,  2022–2027 (USD MILLION)
     12.9 BANKING, FINANCIAL SERVICES, AND INSURANCE 
             12.9.1 VARIED USE CASES ACROSS BANKING AND FINANCIAL SERVICES TO PROPEL GROWTH FOR EMOTION MEASUREMENT
             12.9.2 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET DRIVERS
                       TABLE 69 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET, BY REGION, 2016–2021 (USD MILLION)
                       TABLE 70 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET, BY REGION, 2022–2027 (USD MILLION)
     12.10 OTHER VERTICALS 
               TABLE 71 OTHER VERTICALS: MARKET, BY REGION,  2016–2021 (USD MILLION)
               TABLE 72 OTHER VERTICALS: MARKET, BY REGION,  2022–2027 (USD MILLION)
 
13 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION (Page No. - 145)
     13.1 INTRODUCTION 
               FIGURE 28 ASIA PACIFIC TO GROW AT HIGHEST CAGR BY 2027
               TABLE 73 MARKET, BY REGION,  2016–2021 (USD MILLION)
               TABLE 74 MARKET, BY REGION,  2022–2027 (USD MILLION)
     13.2 NORTH AMERICA 
             13.2.1 NORTH AMERICA: MARKET DRIVERS
             13.2.2 NORTH AMERICA: RECESSION IMPACT
             13.2.3 NORTH AMERICA: REGULATORY LANDSCAPE
                       FIGURE 29 NORTH AMERICA: MARKET SNAPSHOT
                       TABLE 75 NORTH AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 76 NORTH AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 77 NORTH AMERICA: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 78 NORTH AMERICA: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 79 NORTH AMERICA: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 80 NORTH AMERICA: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 81 NORTH AMERICA: MARKET, BY END USER, 2016–2021 (USD MILLION)
                       TABLE 82 NORTH AMERICA: MARKET, BY END USER, 2022–2027 (USD MILLION)
                       TABLE 83 NORTH AMERICA: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 84 NORTH AMERICA: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 85 NORTH AMERICA: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 86 NORTH AMERICA: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             13.2.4 US
                       13.2.4.1 Presence of major solution vendors and heavy usage of EDR solutions in government sectors to drive market
                                   TABLE 87 US: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 88 US: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 89 US: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 90 US: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 91 US: MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
                                   TABLE 92 US: MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
                                   TABLE 93 US: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 94 US: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 95 US: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 96 US: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.2.5 CANADA
                       13.2.5.1 Technological advancement and several initiatives to encourage growth of EDR technology
                                   TABLE 97 CANADA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 98 CANADA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 99 CANADA: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 100 CANADA: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 101 CANADA: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 102 CANADA: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 103 CANADA: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 104 CANADA: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 105 CANADA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 106 CANADA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
     13.3 EUROPE 
             13.3.1 EUROPE: MARKET DRIVERS
             13.3.2 EUROPE: RECESSION IMPACT
             13.3.3 EUROPE: REGULATORY LANDSCAPE
                       TABLE 107 EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                       TABLE 108 EUROPE: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                       TABLE 109 EUROPE: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                       TABLE 110 EUROPE: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                       TABLE 111 EUROPE: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 112 EUROPE: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 113 EUROPE: MARKET, BY END USER,  2016–2021 (USD MILLION)
                       TABLE 114 EUROPE: MARKET, BY END USER,  2022–2027 (USD MILLION)
                       TABLE 115 EUROPE: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                       TABLE 116 EUROPE: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
                       TABLE 117 EUROPE: MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
                       TABLE 118 EUROPE: MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
             13.3.4 UK
                       13.3.4.1 Increasing adoption of EDR solutions by various sectors to boost market
                                   TABLE 119 UK: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 120 UK: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 121 UK: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 122 UK: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 123 UK: MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
                                   TABLE 124 UK: MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
                                   TABLE 125 UK: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 126 UK: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 127 UK: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 128 UK: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.3.5 GERMANY
                       13.3.5.1 Robust economy and increased demand for EDR solutions to boost market
                                   TABLE 129 GERMANY: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 130 GERMANY: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 131 GERMANY: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 132 GERMANY: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 133 GERMANY: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 134 GERMANY: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 135 GERMANY: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 136 GERMANY: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 137 GERMANY: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 138 GERMANY: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.3.6 NETHERLANDS
                       13.3.6.1 High demand for EDR solutions by security authorities to propel market growth
                                   TABLE 139 NETHERLANDS: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                                   TABLE 140 NETHERLANDS: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                                   TABLE 141 NETHERLANDS: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 142 NETHERLANDS: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 143 NETHERLANDS: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 144 NETHERLANDS: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 145 NETHERLANDS: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 146 NETHERLANDS: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 147 NETHERLANDS: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 148 NETHERLANDS: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.3.7 REST OF EUROPE
                       TABLE 149 REST OF EUROPE: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 150 REST OF EUROPE: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 151 REST OF EUROPE: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 152 REST OF EUROPE: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 153 REST OF EUROPE: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 154 REST OF EUROPE: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 155 REST OF EUROPE: MARKET, BY END USER, 2016–2021 (USD MILLION)
                       TABLE 156 REST OF EUROPE: MARKET, BY END USER, 2022–2027 (USD MILLION)
                       TABLE 157 REST OF EUROPE: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 158 REST OF EUROPE: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
     13.4 ASIA PACIFIC 
             13.4.1 ASIA PACIFIC: MARKET DRIVERS
             13.4.2 ASIA PACIFIC: RECESSION IMPACT
             13.4.3 ASIA PACIFIC: REGULATORY LANDSCAPE
                       FIGURE 30 ASIA PACIFIC: MARKET SNAPSHOT
                       TABLE 159 ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 160 ASIA PACIFIC: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 161 ASIA PACIFIC: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                       TABLE 162 ASIA PACIFIC: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                       TABLE 163 ASIA PACIFIC: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 164 ASIA PACIFIC: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 165 ASIA PACIFIC: MARKET, BY END USER,  2016–2021 (USD MILLION)
                       TABLE 166 ASIA PACIFIC: MARKET, BY END USER,  2022–2027 (USD MILLION)
                       TABLE 167 ASIA PACIFIC: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                       TABLE 168 ASIA PACIFIC: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
                       TABLE 169 ASIA PACIFIC: MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
                       TABLE 170 ASIA PACIFIC: MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
             13.4.4 CHINA
                       13.4.4.1 Being early technology adopter and offering innovative EDR solutions to drive market
                                   TABLE 171 CHINA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 172 CHINA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 173 CHINA: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 174 CHINA: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 175 CHINA: MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
                                   TABLE 176 CHINA: MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
                                   TABLE 177 CHINA: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 178 CHINA: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 179 CHINA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 180 CHINA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.4.5 JAPAN
                       13.4.5.1 Advanced economy with increased investments in deployment and development of EDR solutions to boost market
                                   TABLE 181 JAPAN: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 182 JAPAN: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 183 JAPAN: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 184 JAPAN: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 185 JAPAN: MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
                                   TABLE 186 JAPAN: MARKET, BY APPLICATION AREA,  2022–2027 (USD MILLION)
                                   TABLE 187 JAPAN: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 188 JAPAN: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 189 JAPAN: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 190 JAPAN: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.4.6 AUSTRALIA
                       13.4.6.1 Being fastest developing country and early adopter of advanced technologies to drive market
                                   TABLE 191 AUSTRALIA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 192 AUSTRALIA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 193 AUSTRALIA: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 194 AUSTRALIA: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 195 AUSTRALIA: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 196 AUSTRALIA: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 197 AUSTRALIA: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 198 AUSTRALIA: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 199 AUSTRALIA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 200 AUSTRALIA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.4.7 REST OF ASIA PACIFIC
                       TABLE 201 REST OF ASIA PACIFIC: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 202 REST OF ASIA PACIFIC: MARKET,  BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 203 REST OF ASIA PACIFIC: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 204 REST OF ASIA PACIFIC: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 205 REST OF ASIA PACIFIC: MARKET,  BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 206 REST OF ASIA PACIFIC: MARKET,  BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 207 REST OF ASIA PACIFIC: MARKET, BY END USER, 2016–2021 (USD MILLION)
                       TABLE 208 REST OF ASIA PACIFIC: MARKET, BY END USER, 2022–2027 (USD MILLION)
                       TABLE 209 REST OF ASIA PACIFIC: MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 210 REST OF ASIA PACIFIC: MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
     13.5 MIDDLE EAST & AFRICA 
             13.5.1 MIDDLE EAST & AFRICA: MARKET DRIVERS
             13.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT
             13.5.3 MIDDLE EAST & AFRICA: REGULATORY LANDSCAPE
                       TABLE 211 MIDDLE EAST & AFRICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 212 MIDDLE EAST & AFRICA: MARKET,  BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 213 MIDDLE EAST & AFRICA: MARKET,  BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 214 MIDDLE EAST & AFRICA: MARKET,  BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 215 MIDDLE EAST & AFRICA: MARKET,  BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 216 MIDDLE EAST & AFRICA: MARKET,  BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 217 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2016–2021 (USD MILLION)
                       TABLE 218 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2022–2027 (USD MILLION)
                       TABLE 219 MIDDLE EAST & AFRICA: MARKET,  BY VERTICAL, 2022–2027 (USD MILLION)
                       TABLE 220 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2016–2021 (USD MILLION)
                       TABLE 221 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
             13.5.4 MIDDLE EAST
                       13.5.4.1 Growing adoption of EDR solutions by public and private organizations to drive market
                                   TABLE 222 MIDDLE EAST: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                                   TABLE 223 MIDDLE EAST: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                                   TABLE 224 MIDDLE EAST: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 225 MIDDLE EAST: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 226 MIDDLE EAST: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 227 MIDDLE EAST: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 228 MIDDLE EAST: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 229 MIDDLE EAST: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 230 MIDDLE EAST: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 231 MIDDLE EAST: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.5.5 AFRICA
                       13.5.5.1 Adoption of EDR technology to tackle rising cases of cybercrimes to propel market growth
                                   TABLE 232 AFRICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 233 AFRICA: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 234 AFRICA: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 235 AFRICA: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 236 AFRICA: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 237 AFRICA: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 238 AFRICA: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 239 AFRICA: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 240 AFRICA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 241 AFRICA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
     13.6 LATIN AMERICA 
             13.6.1 LATIN AMERICA: MARKET DRIVERS
             13.6.2 LATIN AMERICA: RECESSION IMPACT
             13.6.3 LATIN AMERICA: REGULATORY LANDSCAPE
                       TABLE 242 LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 243 LATIN AMERICA: MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 244 LATIN AMERICA: MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 245 LATIN AMERICA: MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 246 LATIN AMERICA: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                       TABLE 247 LATIN AMERICA: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 248 LATIN AMERICA: MARKET, BY END USER,  2016–2021 (USD MILLION)
                       TABLE 249 LATIN AMERICA: MARKET, BY END USER, 2022–2027 (USD MILLION)
                       TABLE 250 LATIN AMERICA: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                       TABLE 251 LATIN AMERICA: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
                       TABLE 252 LATIN AMERICA: MARKET, BY COUNTRY,  2016–2021 (USD MILLION)
                       TABLE 253 LATIN AMERICA: MARKET, BY COUNTRY,  2022–2027 (USD MILLION)
             13.6.4 BRAZIL
                       13.6.4.1 Rising popularity and awareness for EDR solutions to drive market
                                   TABLE 254 BRAZIL: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 255 BRAZIL: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 256 BRAZIL: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 257 BRAZIL: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 258 BRAZIL: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 259 BRAZIL: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 260 BRAZIL: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 261 BRAZIL: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 262 BRAZIL: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 263 BRAZIL: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.6.5 MEXICO
                       13.6.5.1 Rise in digitization and increased internet penetration to boost market
                                   TABLE 264 MEXICO: EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT,  2016–2021 (USD MILLION)
                                   TABLE 265 MEXICO: MARKET, BY COMPONENT,  2022–2027 (USD MILLION)
                                   TABLE 266 MEXICO: MARKET, BY SOFTWARE,  2016–2021 (USD MILLION)
                                   TABLE 267 MEXICO: MARKET, BY SOFTWARE,  2022–2027 (USD MILLION)
                                   TABLE 268 MEXICO: MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION)
                                   TABLE 269 MEXICO: MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION)
                                   TABLE 270 MEXICO: MARKET, BY END USER,  2016–2021 (USD MILLION)
                                   TABLE 271 MEXICO: MARKET, BY END USER,  2022–2027 (USD MILLION)
                                   TABLE 272 MEXICO: MARKET, BY VERTICAL,  2016–2021 (USD MILLION)
                                   TABLE 273 MEXICO: MARKET, BY VERTICAL,  2022–2027 (USD MILLION)
             13.6.6 REST OF LATIN AMERICA
                       TABLE 274 REST OF LATIN AMERICA: EMOTION DETECTION AND RECOGNITION MARKET,  BY COMPONENT, 2016–2021 (USD MILLION)
                       TABLE 275 REST OF LATIN AMERICA: MARKET,  BY COMPONENT, 2022–2027 (USD MILLION)
                       TABLE 276 REST OF LATIN AMERICA: MARKET,  BY SOFTWARE, 2016–2021 (USD MILLION)
                       TABLE 277 REST OF LATIN AMERICA: MARKET,  BY SOFTWARE, 2022–2027 (USD MILLION)
                       TABLE 278 REST OF LATIN AMERICA: EDR MARKET, BY APPLICATION AREA,  2016–2021 (USD MILLION)
                       TABLE 279 REST OF LATIN AMERICA: MARKET,  BY APPLICATION AREA, 2022–2027 (USD MILLION)
                       TABLE 280 REST OF LATIN AMERICA: MARKET,  BY END USER, 2016–2021 (USD MILLION)
                       TABLE 281 REST OF LATIN AMERICA: MARKET,  BY END USER, 2022–2027 (USD MILLION)
                       TABLE 282 REST OF LATIN AMERICA: MARKET,  BY VERTICAL, 2016–2021 (USD MILLION)
                       TABLE 283 REST OF LATIN AMERICA: MARKET,  BY VERTICAL, 2022–2027 (USD MILLION)
 
14 COMPETITIVE LANDSCAPE (Page No. - 238)
     14.1 OVERVIEW 
     14.2 REVENUE SHARE ANALYSIS OF LEADING PLAYERS 
               FIGURE 31 REVENUE SHARE ANALYSIS OF MARKET, 2022
     14.3 MARKET SHARE ANALYSIS OF TOP MARKET PLAYERS 
               TABLE 284 EMOTION DETECTION AND RECOGNITION MARKET: DEGREE OF COMPETITION
     14.4 HISTORICAL REVENUE ANALYSIS 
               FIGURE 32 SEGMENTAL REVENUE ANALYSIS OF TOP FIVE MARKET PLAYERS
     14.5 RANKING OF KEY PLAYERS 
               FIGURE 33 RANKING OF TOP FIVE EMOTION DETECTION AND RECOGNITION PLAYERS
     14.6 EVALUATION MATRIX FOR KEY PLAYERS 
             14.6.1 DEFINITIONS AND METHODOLOGY
                       FIGURE 34 EVALUATION QUADRANT FOR KEY PLAYERS: CRITERIA WEIGHTAGE
                       FIGURE 35 EVALUATION MATRIX FOR KEY PLAYERS, 2022
             14.6.2 STARS
             14.6.3 EMERGING LEADERS
             14.6.4 PERVASIVE PLAYERS
             14.6.5 PARTICIPANTS
     14.7 COMPETITIVE BENCHMARKING 
             14.7.1 EVALUATION CRITERIA FOR KEY COMPANIES
                       TABLE 285 KEY COMPANY SOFTWARE FOOTPRINT
                       TABLE 286 KEY COMPANY VERTICAL FOOTPRINT
                       TABLE 287 KEY COMPANY REGION FOOTPRINT
                       TABLE 288 KEY COMPANY OVERALL FOOTPRINT
             14.7.2 EVALUATION CRITERIA FOR STARTUPS/SMES
                       TABLE 289 DETAILED LIST OF STARTUPS/SMES
     14.8 EVALUATION MATRIX FOR STARTUPS/SMES 
             14.8.1 DEFINITIONS AND METHODOLOGY
                       FIGURE 36 EVALUATION QUADRANT FOR STARTUPS/SMES: CRITERIA WEIGHTAGE
                       FIGURE 37 EVALUATION MATRIX FOR STARTUPS/SMES, 2022
             14.8.2 PROGRESSIVE COMPANIES
             14.8.3 RESPONSIVE COMPANIES
             14.8.4 DYNAMIC COMPANIES
             14.8.5 STARTING BLOCKS
     14.9 COMPETITIVE SCENARIO AND TRENDS 
             14.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
                       TABLE 290 MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, 2020–2023
             14.9.2 DEALS
                       TABLE 291 EMOTION DETECTION AND RECOGNITION MARKET: DEALS, 2020–2023
 
15 COMPANY PROFILES (Page No. - 260)
     15.1 KEY PLAYERS 
(Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Right to win, Strategic choices, and Weaknesses and competitive threats)*
             15.1.1 NEC
                       TABLE 292 NEC: BUSINESS OVERVIEW
                       FIGURE 38 NEC: COMPANY SNAPSHOT
                       TABLE 293 NEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 294 NEC: PRODUCT LAUNCHES
                       TABLE 295 NEC: DEALS
             15.1.2 IBM
                       TABLE 296 IBM: BUSINESS OVERVIEW
                       FIGURE 39 IBM: COMPANY SNAPSHOT
                       TABLE 297 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 298 IBM: PRODUCT LAUNCHES
                       TABLE 299 IBM: DEALS
             15.1.3 MICROSOFT
                       TABLE 300 MICROSOFT: BUSINESS OVERVIEW
                       FIGURE 40 MICROSOFT: COMPANY SNAPSHOT
                       TABLE 301 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 302 MICROSOFT: PRODUCT LAUNCHES
                       TABLE 303 MICROSOFT: DEALS
             15.1.4 APPLE
                       TABLE 304 APPLE: BUSINESS OVERVIEW
                       FIGURE 41 APPLE: COMPANY SNAPSHOT
                       TABLE 305 APPLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 306 APPLE: PRODUCT LAUNCHES
                       TABLE 307 APPLE: DEALS
             15.1.5 GOOGLE
                       TABLE 308 GOOGLE: BUSINESS OVERVIEW
                       FIGURE 42 GOOGLE: COMPANY SNAPSHOT
                       TABLE 309 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 310 GOOGLE: DEALS
             15.1.6 TOBII
                       TABLE 311 TOBII: BUSINESS OVERVIEW
                       FIGURE 43 TOBII: COMPANY SNAPSHOT
                       TABLE 312 TOBII: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 313 TOBII: PRODUCT LAUNCHES
                       TABLE 314 TOBII: DEALS
             15.1.7 AFFECTIVA
                       TABLE 315 AFFECTIVA: BUSINESS OVERVIEW
                       TABLE 316 AFFECTIVA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 317 AFFECTIVA: PRODUCT LAUNCHES
                       TABLE 318 AFFECTIVA: DEALS
             15.1.8 ELLIPTIC LABS
                       TABLE 319 ELLIPTIC LABS: BUSINESS OVERVIEW
                       FIGURE 44 ELLIPTIC LABS: COMPANY SNAPSHOT
                       TABLE 320 ELLIPTIC LABS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 321 ELLIPTIC LABS: PRODUCT LAUNCHES
                       TABLE 322 ELLIPTIC LABS: DEALS
             15.1.9 INTEL
                       TABLE 323 INTEL: BUSINESS OVERVIEW
                       FIGURE 45 INTEL: COMPANY SNAPSHOT
                       TABLE 324 INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 325 INTEL: PRODUCT LAUNCHES
                       TABLE 326 INTEL: DEALS
             15.1.10 COGNITEC
                       TABLE 327 COGNITEC: BUSINESS OVERVIEW
                       TABLE 328 COGNITEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 329 COGNITEC: PRODUCT LAUNCHES
                       TABLE 330 COGNITEC: DEALS
             15.1.11 NVISO
                       TABLE 331 NVISO: BUSINESS OVERVIEW
                       TABLE 332 NVISO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 333 NVISO: PRODUCT LAUNCHES
                       TABLE 334 NVISO: DEALS
             15.1.12 NOLDUS
                       TABLE 335 NOLDUS: BUSINESS OVERVIEW
                       TABLE 336 NOLDUS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                       TABLE 337 NOLDUS: PRODUCT LAUNCHES
                       TABLE 338 NOLDUS: DEALS
     15.2 OTHER PLAYERS 
             15.2.1 GESTURETEK
             15.2.2 IMOTIONS
             15.2.3 NUMENTA
             15.2.4 POINTGRAB
             15.2.5 AYONIX
             15.2.6 PYREOS
             15.2.7 EYERIS
             15.2.8 BEYOND VERBAL
             15.2.9 KAIROS
             15.2.10 SENTIANCE
             15.2.11 RAYDIANT
             15.2.12 SONY DEPTHSENSING SOLUTIONS
*Details on Business overview, Products/Solutions/Services offered, Recent developments, MnM view, Right to win, Strategic choices, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
 
16 ADJACENT MARKETS (Page No. - 318)
     16.1 INTRODUCTION TO ADJACENT MARKETS 
               TABLE 339 ADJACENT MARKETS AND FORECASTS
     16.2 LIMITATIONS 
     16.3 EMOTION DETECTION AND RECOGNITION ECOSYSTEM AND ADJACENT MARKETS 
             16.3.1 EDGE AI SOFTWARE MARKET
                       TABLE 340 EDGE AI SOFTWARE MARKET, BY ORGANIZATION SIZE, 2018–2021 (USD MILLION)
                       TABLE 341 EDGE AI SOFTWARE MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
                       TABLE 342 LARGE ENTERPRISES: EDGE AI SOFTWARE MARKET, BY REGION,  2018–2021 (USD MILLION)
                       TABLE 343 LARGE ENTERPRISES: EDGE AI SOFTWARE MARKET, BY REGION,  2022–2027 (USD MILLION)
                       TABLE 344 SMES: EDGE AI SOFTWARE MARKET, BY REGION, 2018–2021 (USD MILLION)
                       TABLE 345 SMES: EDGE AI SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION)
             16.3.2 SPEECH AND VOICE RECOGNITION MARKET
                       TABLE 346 SPEECH AND VOICE RECOGNITION MARKET, BY DEPLOYMENT MODE,  2018–2021 (USD MILLION)
                       TABLE 347 SPEECH AND VOICE RECOGNITION MARKET, BY DEPLOYMENT MODE,  2022–2027 (USD MILLION)
                       TABLE 348 ON-PREMISES/EMBEDDED: SPEECH AND VOICE RECOGNITION MARKET, BY REGION, 2018–2021 (USD MILLION)
                       TABLE 349 ON-PREMISES/EMBEDDED: SPEECH AND VOICE RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION)
                       TABLE 350 ON-CLOUD: SPEECH AND VOICE RECOGNITION MARKET, BY REGION,  2018–2021 (USD MILLION)
                       TABLE 351 ON-CLOUD: SPEECH AND VOICE RECOGNITION MARKET, BY REGION,  2022–2027 (USD MILLION)
 
17 APPENDIX (Page No. - 323)
     17.1 DISCUSSION GUIDE 
     17.2 KNOWLEDGESTORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL 
     17.3 CUSTOMIZATION OPTIONS 
     17.4 RELATED REPORTS 
     17.5 AUTHOR DETAILS 

The study involved major activities in estimating the current market size for the EDR market. Exhaustive secondary research was done to collect information on the EDR industry. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain using primary research. Different approaches, such as top-down and bottom-up, were employed to estimate the total market size. After that, the market breakup and data triangulation procedures were used to estimate the market size of the segments and subsegments of the EDR market.

Secondary Research

In the secondary research process, various sources were referred to for identifying and collecting information regarding the study. The secondary sources included annual reports, press releases, investor presentations of EDR software and service vendors, forums, certified publications, and white papers. The secondary research was used to obtain key information about the industry’s supply chain, the total pool of key players, market classification, and segmentation according to industry trends to the bottom-most level, regional markets, and key developments from both market and technology-oriented perspectives, all of which were further validated by primary sources. The factors considered for estimating the regional market size are technological initiatives undertaken by governments of different countries, Gross Domestic Product (GDP) growth, ICT spending, recent market developments, and market ranking analysis of major EDR solution providers.

Primary Research

Various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side included industry experts, including Chief Executive Officers (CEOs), Vice Presidents (VPs), marketing directors, technology and innovation directors, and related key executives from various key companies and organizations operating in the EDR market.

In the complete market engineering process, the top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform the market estimation and market forecasting for the overall market segments and subsegments listed in this report. Extensive qualitative and quantitative analysis was performed on the complete market engineering process to list the key information/insights throughout the report.

After the complete market engineering process (including calculations for market statistics, market breakups, market size estimations, market forecasts, and data triangulation), extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. The primary research was also conducted to identify the segmentation types; industry trends; the competitive landscape of EDR market players; and key market dynamics, such as drivers, restraints, opportunities, challenges, industry trends, and key strategies.

Following is the breakup of the primary study:

Emotion Detection and Recognition (EDR) Market Size, and Share

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

Market Size Estimation

Top-down and bottom-up approaches were used to estimate and validate the size of the global EDR market and estimate the size of various other dependent sub-segments in the overall EDR market. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their revenue contributions in respective regions were determined through primary and secondary research. This entire procedure included the study of the annual and financial reports of the top market players, and extensive interviews were conducted for key insights from the industry leaders, such as CEOs, VPs, directors, and marketing executives. All percentage splits and breakups were determined using secondary sources and verified through primary sources.

Data Triangulation

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

Market Definition

EDR is the study of recognizing and interpreting different emotional signals, such as facial expressions, posture and movement, speech inflection, and/or other physiological dynamics, in real-time or non-real-time. It provides businesses with the ability to identify, process, and analyze data in multiple structured and unstructured forms for various business purposes.

Key Stakeholders

  • Technology Providers
  • System Integrators
  • End Users

Report Objectives

To define, describe, and forecast the EDR market based on offerings, organization sizes, offering types, verticals, and regions

  • To forecast the market size of five main regions: North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
  • To analyze the subsegments of the market with respect to individual growth trends, prospects, and contributions to the overall market
  • To provide detailed information related to the major factors (drivers, restraints, opportunities, and challenges) influencing the growth of the EDR market
  • To analyze opportunities in the market for stakeholders by identifying high-growth segments of the EDR market
  • To profile the key players of the EDR market and comprehensively analyze their market size and core competencies.
  • To track and analyze competitive developments, such as new product launches; mergers and acquisitions; and partnerships, agreements, and collaborations in the global EDR market.

Customization Options

With the given market data, MarketsandMarkets offers customizations based on company-specific needs. The following customization options are available for the report:

Geographic Analysis

  • Further breakup of the Asia Pacific market into countries contributing 75% to the regional market size
  • Further breakup of the North American market into countries contributing 75% to the regional market size
  • Further breakup of the Latin American market into countries contributing 75% to the regional market size
  • Further breakup of the Middle Eastern & African market into countries contributing 75% to the regional market size
  • Further breakup of the European market into countries contributing 75% to the regional market size

Company Information

  • Detailed analysis and profiling of additional market players (up to 5)
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
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Published ON
Mar, 2023
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