The global emotion detection and recognition market size is projected to grow from USD 23.5 billion in 2022 to USD 42.9 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 12.8% during the forecast period. The major factors driving the market growth include the global adoption of Al, ML, and deep learning technologies, the increasing need for emotion recognition models by intelligent systems, and the expanding popularity of wearable technology.
By component, the software segment holds the largest market size.
With more competition, image recognition cameras are using more sophisticated hardware and software sensors to recognize product placements more accurately. In the pandemic crisis, picture recognition technology has also been widely adopted in a number of nations. For instance, to identify people and stop the transmission of the virus, Moscow, Russia, and China have implemented image recognition, pattern recognition, and facial recognition technology. As a result, the image recognition market's software component has expanded. In addition to this, several businesses created cutting-edge picture recognition software during the epidemic or have licensed its use. As an illustration, PUX has obtained a license for its FaceU software to support Driver Monitoring System (DMS) for resilience against masked faces. Thus, it can be concluded that these elements fuel the EDR market during the forecasted period.
By Software, facial expression, and recognition segment to register the highest CAGR during the forecast period.
Facial recognition is an integral part of the emotion detection and recognition system, as it helps the identification of emotions gathered from facial expressions and generates real-time results. Facial expression recognition helps identify feature vectors, such as surprise, happiness, sadness, anger, and fear. Therefore, this encourages the adoption of emotion detection technology in interviews. For instance, Unilever is deploying this technology to check the confidence level of the candidate and make decisions on whether the individual will be suitable for client-facing roles. Furthermore, in the marketing and advertisement segment, Kellogg’s uses the emotion detection and recognition technology for branding and advertisement. Based on various ads shown to the group, it analyzes the captured expressions and makes decisions on which advertisement to finalize. These factors would drive the adoption of emotion detection and recognition technology solutions in the facial expression and recognition segment and as a result, the facial expression and recognition segment registers the highest CAGR during the forecasted period.
By application area, the medical emergency segment is to grow at a higher CAGR during the forecast period.
The realm of medical emergencies greatly benefits from emotion detection and recognition systems. Businesses that operate in this sector combine emotion detection and recognition technology by assessing a person's emotional state of mind, pain, and any medical disorders that may be detected through facial clues, such as autism and depression. As it can identify pain in persons who cannot verbally express it, this technology is a gift to the health sciences. Therefore, the medical emergency segment is anticipated to grow at a higher CAGR during the forecast period.
Breakdown of primaries
The study contains insights from various industry experts, ranging from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
- By Company Type: Tier 1 - 40%, Tier 2 - 35%, and Tier 3 - 25%
- By Designation: C-level - 45%, Directors - 35%, and Managers - 25%
- By Region: North America - 35%, Europe - 25%, Asia Pacific - 30%, MEA - 5%, Latin America -5%
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 Depthsensing Solutions (Belgium).
The study includes an in-depth competitive analysis of the key players in the EDR market, their company profiles, recent developments, and key market strategies.
Research Coverage
The report segments the EDR market and forecasts its size by component (software and services), application area (medical emergency, marketing and advertising, law enforcement, surveillance, and monitoring, entertainment and consumer electronics, and other application areas), vertical (academia and research, media and entertainment, IT and ITeS, healthcare and social assistance, telecom, retail and eCommerce, automotive, BFSI, and other verticals), end user (enterprises, defense and security agency, commercial, industrial, and other end users), and region (North America, Europe, Middle East & Africa, Asia Pacific, and Latin America).
The study also includes an in-depth competitive analysis of the market's key players, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key Benefits of Buying the Report
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall EDR market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
- Analysis of key drivers (Adoption of AI, ML, and deep learning technologies worldwide, Rising need for emotion recognition models by intelligent systems, Growing popularity of wearable devices), restraints (Insufficient database and technical problems to lead to discrepancies and false results, High production cost), opportunities (Increasing demand for IoT technology and applications, Increasing government initiatives to leverage benefits of EDR technology), and challenges (Privacy and data breach issues, Ethical issues in EDR technology) influencing the growth of EDR market.
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the EDR market.
- Market Development: Comprehensive information about lucrative markets - the report analyses of the EDR market across varied regions.
- Market Diversification: Exhaustive information about new products & services , untapped geographies, recent developments, and investments in the EDR market.
- Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like NEC (Japan), IBM (US), Microsoft (US), Apple (US), Google (US), and Tobii (Sweden), among others in the EDR market strategies.
Table of Contents
1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions and Exclusions
1.3 Market Scope
1.3.1 Market Segmentation
1.3.2 Regions Covered
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
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
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
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 the Next Five Years
5 Emotion Detection and Recognition Market Overview and Industry Trends
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 a 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
5.10 Trends and Disruptions Impacting Buyers
Figure 21 Trends and Disruptions Impacting Buyers
5.11 Tariff and Regulatory Landscape
5.11.1 Introduction
5.11.2 Information Technology (It) Act, 2000
5.11.3 General Data Protection Regulation Compliance
5.11.4 Health Insurance Portability and Accountability Act
5.11.5 European Network and Information Security Agency
Table 10 List of Regulatory Bodies, Government Agencies, and Other Organizations
5.12 Key Stakeholders and Buying Criteria
5.12.1 Key Stakeholders in Buying Process
Figure 22 Influence of Stakeholders on Buying Process (%)
Table 11 Influence of Stakeholders on Buying Process (%)
5.13 Key Conferences and Events, 2023
Table 12 Detailed List of Conferences and Events, 2023
6 Emotion Detection and Recognition Market, by Technology
6.1 Introduction
6.2 Feature Extraction and 3D Modeling
6.2.1 Feature Extraction and 3D Modeling: 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
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
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
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
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
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
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
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 of 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
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
15.1 Key Players
(Business Overview, Products/Solutions/Services Offered, Recent Developments, Analyst's 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, Analyst's View, Right to Win, Strategic Choices, and Weaknesses and Competitive Threats Might Not be Captured in Case of Unlisted Companies.
16 Adjacent Markets
16.1 Introduction to Adjacent Markets
Table 339 Adjacent Markets and Forecasts
16.2 Limitations
16.3 Emotion Detection and Recognition Ecosystem and Adjacent Markets
16.3.1 Edge Ai Software Market
Table 340 Edge Ai Software Market, by Organization Size, 2018-2021 (USD Million)
Table 341 Edge Ai Software Market, by Organization Size, 2022-2027 (USD Million)
Table 342 Large Enterprises: Edge Ai Software Market, by Region, 2018-2021 (USD Million)
Table 343 Large Enterprises: Edge Ai Software Market, by Region, 2022-2027 (USD Million)
Table 344 Smes: Edge Ai Software Market, by Region, 2018-2021 (USD Million)
Table 345 Smes: Edge Ai Software Market, by Region, 2022-2027 (USD Million)
16.3.2 Speech and Voice Recognition Market
Table 346 Speech and Voice Recognition Market, by Deployment Mode, 2018-2021 (USD Million)
Table 347 Speech and Voice Recognition Market, by Deployment Mode, 2022-2027 (USD Million)
Table 348 On-Premises/Embedded: Speech and Voice Recognition Market, by Region, 2018-2021 (USD Million)
Table 349 On-Premises/Embedded: Speech and Voice Recognition Market, by Region, 2022-2027 (USD Million)
Table 350 On-Cloud: Speech and Voice Recognition Market, by Region, 2018-2021 (USD Million)
Table 351 On-Cloud: Speech and Voice Recognition Market, by Region, 2022-2027 (USD Million)
17 Appendix
17.1 Discussion Guide
17.2 Knowledge Store: Subscription Portal
17.3 Customization Options
Companies Mentioned
- Affectiva
- Apple
- Ayonix
- Beyond Verbal
- Cognitec
- Elliptic Labs
- Eyeris
- Gesturetek
- IBM
- Imotions
- Intel
- Kairos
- Microsoft
- NEC
- Noldus
- Numenta
- Nviso
- Pointgrab
- Pyreos
- Raydiant
- Sentiance
- Tobii
Methodology
LOADING...
Table Information
| Report Attribute | Details |
|---|---|
| No. of Pages | 317 |
| Published | March 2023 |
| Forecast Period | 2022 - 2027 |
| Estimated Market Value ( USD | $ 23.5 Billion |
| Forecasted Market Value ( USD | $ 42.9 Billion |
| Compound Annual Growth Rate | 12.8% |
| Regions Covered | Global |
| No. of Companies Mentioned | 23 |
