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Report
Facial Recognition Market (Component: Software/Tools and Services; and Application: Law Enforcement, Access Control, Emotion Recognition, Attendance Tracking and Monitoring, and Others) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2022-2031
Market Report I 2022-07-08 I 256 Pages I Transparency Market Research
Facial Recognition Market - Scope of Report
TMR's report on the global facial recognition market studies the past as well as the current growth trends and opportunities to gain valuable insights of the indicators of the market during the forecast period from 2022 to 2031. The report provides revenue of the global facial recognition market for the period 2017-2031, considering 2021 as the base year and 2031 as the forecast year. The report also provides the compound annual growth rate (CAGR %) of the global facial recognition market from 2022 to 2031.
The report has been prepared after an extensive research. Primary research involved bulk of the research efforts, wherein analysts carried out interviews with key opinion leaders, industry leaders, and opinion makers. Secondary research involved referring to key players' product literature, annual reports, press releases, and relevant documents to understand the facial recognition market.
Secondary research also included Internet sources, statistical data from government agencies, websites, and trade associations. Analysts employed a combination of top-down and bottom-up approaches to study various attributes of the global facial recognition market.
The report includes an elaborate executive summary, along with a snapshot of the growth behavior of various segments included in the scope of the study. Moreover, the report sheds light on the changing competitive dynamics in the global facial recognition market. These serve as valuable tools for existing market players as well as for entities interested in participating in the global facial recognition market.
The report delves into the competitive landscape of the global facial recognition market. Key players operating in the global facial recognition market have been identified and each one of these has been profiled, in terms of various attributes. Company overview, financial standings, recent developments, and SWOT are attributes of players in the global facial recognition market profiled in this report.
RESEARCH METHODOLOGY
The research methodology will be a combination of exhaustive primary and secondary research to analyze the market facial recognition.
Secondary Research
Secondary research includes a search of company literature, technical writing, patent data, Internet sources, and statistical data from government websites, trade associations, and agencies. This has proven to be the most reliable, effective, and successful approach for obtaining precise data, capturing industry participants' insights, and recognizing business opportunities.
Secondary research sources that we typically refer, but are not limited to:
Company websites, presentations, annual reports, white papers, technical paper, product brochure
Internal and external proprietary databases and relevant patents
National government documents, statistical databases, and market reports
News articles, press releases, and webcasts specific to companies operating in the market
Specific Secondary Sources:
Industry Sources:
WorldWideScience.org
Elsevier, Inc.
National Institutes of Health (NIH)
PubMed
NCBI
Department of Health Care Service
Trade Data Sources
Trade Map
UN Comtrade
Trade Atlas
Company Information
OneSource Business Browser
Hoover's
Factiva
Bloomberg
Mergers & Acquisitions
Thomson Mergers & Acquisitions
MergerStat
Profound
Primary Research
During the course of research, we conduct in-depth interviews and discussions with a wide range of key industry participants and opinion leaders. Primary research represents bulk of research efforts, supplemented by extensive secondary research.
We conduct primary interviews on the ongoing basis with industry participants and commentators to validate data and analysis. A typical research interview fulfills the following functions:
Provides first-hand information on market size, market trends, growth trends, competitive landscape, outlook, etc.
Helps in validating and strengthening secondary research findings
Further develops the analysis team's expertise and market understanding
Primary research involves e-mail interactions, telephonic interviews, as well as face-to-face interviews for each market, category, segment, and sub-segment across geographies
Participants who typically take part in such a process include, but are not limited to:
Industry participants: Marketing/product managers, market intelligence managers, and regional sales managers
Purchasing/Sourcing managers, technical personnel, distributors
Outside experts: Investment bankers, valuation experts, and research analysts specializing in specific markets
Key opinion leaders specializing in different areas corresponding to different industry verticals
List of primary participants, but not limited to:
Advanced Oncotherapy PLC
Danfysik A/S
Hitachi, Ltd.
IBA Worldwide
Mevion Medical Systems, Inc.
Data Triangulation: Information culled from "Secondary & Primary Sources" is cross-checked with "TMR Knowledge Repository", which is updated every quarter.
Market Estimation: Market size estimations involved in-depth study of product features, technology updates, geographic presence, product demand, sales data (value or volume), historical year-on-year growth, and others. Other approaches were also utilized to derive market size and forecasts. Where no hard data was available, we employed modeling techniques in order to produce comprehensive datasets. A rigorous methodology has been adopted, wherein the available hard data are cross-referenced with the following data types to produce estimates:
Demographic Data: Healthcare expenditure, inflation rates, and others
Industry Indicators: R&D investment, technology stage, and infrastructure, sector growth, and facilities
Market Forecasting: Market forecasts for various segments are derived taking into account drivers, restraints/challenges, and opportunities prevailing in the market and considering advantages/disadvantages of segments/sub-segments over other segments/sub-segments. Business environment, historical sales pattern, unmet needs, competitive intensity, and country-wise surgery data are some of the other pivotal factors, which are considered to derive market forecasts.
1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary - Global Facial Recognition Market
4. Market Overview
4.1. Market Definition
4.2. Technology/ Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. COVID-19 Impact Analysis
4.4.1. Impact of COVID-19 on the Facial Recognition Market
4.4.2. End-user Sentiment Analysis: Comparative Analysis on Spending
4.4.2.1. Increase in Spending
4.4.2.2. Decrease in Spending
4.4.3. Short Term and Long Term Impact on the Market
4.5. Market Opportunity Assessment - by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
4.5.1. By Component
4.5.2. By Application
4.5.3. By End-user
4.6. Competitive Scenario
4.6.1. List of Emerging, Prominent, and Leading Players
4.6.2. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, Etc.
5. Global Facial Recognition Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Mn), 2016-2031
5.1.1. Historic Growth Trends, 2016-2021
5.1.2. Forecast Trends, 2022-2031
5.2. Pricing Model Analysis/ Price Trend Analysis
6. Global Facial Recognition Market Analysis, by Component
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Facial Recognition Market Size (US$ Mn) Forecast, by Component, 2018 - 2031
6.3.1. Software/Tools
6.3.1.1. 2D Facial Recognition
6.3.1.2. 3D Facial Recognition
6.3.1.3. Facial Analytics
6.3.2. Services
6.3.2.1. Training and Consulting
6.3.2.2. Support & Maintenance
7. Global Facial Recognition Market Analysis, by Application
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Facial Recognition Market Size (US$ Mn) Forecast, by Application, 2018 - 2031
7.3.1. Law Enforcement
7.3.2. Access Control
7.3.3. Emotion Recognition
7.3.4. Attendance Tracking and Monitoring
7.3.5. Others
8. Global Facial Recognition Market Analysis, by End-user
8.1. Key Segment Analysis
8.2. Facial Recognition Market Size (US$ Mn) Forecast, by End-user, 2018 - 2031
8.2.1. Banking, Financial Services and Insurance (BFSI)
8.2.2. Retail and E-commerce
8.2.3. Healthcare
8.2.4. Education
8.2.5. Automotive
8.2.6. Others
9. Global Facial Recognition Market Analysis and Forecast, by Region
9.1. Key Findings
9.2. Facial Recognition Market Size (US$ Mn) Forecast, by Region, 2018 - 2031
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Middle East & Africa
9.2.5. South America
10. North America Facial Recognition Market Analysis
10.1. Regional Outlook
10.2. Facial Recognition Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
10.2.1. By Component
10.2.2. By Application
10.2.3. By End-user
10.3. Facial Recognition Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
10.3.1. U.S.
10.3.2. Canada
10.3.3. Mexico
11. Europe Facial Recognition Market Analysis and Forecast
11.1. Regional Outlook
11.2. Facial Recognition Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
11.2.1. By Component
11.2.2. By Application
11.2.3. By End-user
11.3. Facial Recognition Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
11.3.1. Germany
11.3.2. U.K.
11.3.3. France
11.3.4. Spain
11.3.5. Italy
11.3.6. Rest of Europe
12. APAC Facial Recognition Market Analysis and Forecast
12.1. Regional Outlook
12.2. Facial Recognition Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
12.2.1. By Component
12.2.2. By Application
12.2.3. By End-user
12.3. Facial Recognition Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
12.3.1. China
12.3.2. India
12.3.3. Japan
12.3.4. ASEAN
12.3.5. Rest of Asia Pacific
13. Middle East & Africa (MEA) Facial Recognition Market Analysis and Forecast
13.1. Regional Outlook
13.2. Facial Recognition Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
13.2.1. By Component
13.2.2. By Application
13.2.3. By End-user
13.3. Facial Recognition Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
13.3.1. Saudi Arabia
13.3.2. The United Arab Emirates
13.3.3. South Africa
13.3.4. Rest of Middle East & Africa (MEA)
14. South America Facial Recognition Market Analysis and Forecast
14.1. Regional Outlook
14.2. Facial Recognition Market Size (US$ Mn) Analysis and Forecast (2018 - 2031)
14.2.1. By Component
14.2.2. By Application
14.2.3. By End-user
14.3. Facial Recognition Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2031
14.3.1. Brazil
14.3.2. Argentina
14.3.3. Rest of South America
15. Competition Landscape
15.1. Market Competition Matrix, by Leading Players
15.2. Market Revenue Share Analysis (%), by Leading Players (2020)
16. Company Profiles
16.1. 3M Cogent, Inc.
16.1.1. Business Overview
16.1.2. Product Portfolio
16.1.3. Geographical Footprint
16.1.4. Revenue and Strategy
16.2. Animetrics, Inc.
16.2.1. Business Overview
16.2.2. Product Portfolio
16.2.3. Geographical Footprint
16.2.4. Revenue and Strategy
16.3. Aware, Inc.
16.3.1. Business Overview
16.3.2. Product Portfolio
16.3.3. Geographical Footprint
16.3.4. Revenue and Strategy
16.4. Ayonix Corporation
16.4.1. Business Overview
16.4.2. Product Portfolio
16.4.3. Geographical Footprint
16.4.4. Revenue and Strategy
16.5. Cognitec Systems GmbH
16.5.1. Business Overview
16.5.2. Product Portfolio
16.5.3. Geographical Footprint
16.5.4. Revenue and Strategy
16.6. Cross Match Technologies, Inc.
16.6.1. Business Overview
16.6.2. Product Portfolio
16.6.3. Geographical Footprint
16.6.4. Revenue and Strategy
16.7. FaceFirst, LLC. (Airborne Biometrics Group Inc.)
16.7.1. Business Overview
16.7.2. Product Portfolio
16.7.3. Geographical Footprint
16.7.4. Revenue and Strategy
16.8. IDEMIA
16.8.1. Business Overview
16.8.2. Product Portfolio
16.8.3. Geographical Footprint
16.8.4. Revenue and Strategy
16.9. Mantra Softech (India) Pvt. Ltd.
16.9.1. Business Overview
16.9.2. Product Portfolio
16.9.3. Geographical Footprint
16.9.4. Revenue and Strategy
16.10. Microsoft Corporation
16.10.1. Business Overview
16.10.2. Product Portfolio
16.10.3. Geographical Footprint
16.10.4. Revenue and Strategy
16.11. NEC Corporation
16.11.1. Business Overview
16.11.2. Product Portfolio
16.11.3. Geographical Footprint
16.11.4. Revenue and Strategy
16.12. Nuance Communications
16.12.1. Business Overview
16.12.2. Product Portfolio
16.12.3. Geographical Footprint
16.12.4. Revenue and Strategy
16.13. i-PRO Co., Ltd.
16.13.1. Business Overview
16.13.2. Product Portfolio
16.13.3. Geographical Footprint
16.13.4. Revenue and Strategy
16.14. Clarifai, Inc.
16.14.1. Business Overview
16.14.2. Product Portfolio
16.14.3. Geographical Footprint
16.14.4. Revenue and Strategy
16.15. Thales e-Security, Inc.
16.15.1. Business Overview
16.15.2. Product Portfolio
16.15.3. Geographical Footprint
16.15.4. Revenue and Strategy
16.16. Others
16.16.1. Business Overview
16.16.2. Product Portfolio
16.16.3. Geographical Footprint
16.16.4. Revenue and Strategy
17. Key Takeaways
List of Tables
Table 1: Acronyms Used in the Facial Recognition Market
Table 2: North America Facial Recognition Market Revenue Analysis, by Country, 2022 - 2031 (US$ Mn)
Table 3: Europe Facial Recognition Market Revenue Analysis, by Country, 2022 - 2031 (US$ Mn)
Table 4: Asia Pacific Facial Recognition Market Revenue Analysis, by Country, 2022 - 2031 (US$ Mn)
Table 5: Middle East & Africa Facial Recognition Market Revenue Analysis, by Country, 2021 and 2031 (US$ Mn)
Table 6: South America Facial Recognition Market Revenue Analysis, by Country, 2022 - 2031 (US$ Mn)
Table 7: Impact Analysis of Drivers & Restraints
Table 8: Global Facial Recognition Market Value (US$ Mn) Forecast, by Component, 2018 - 2031
Table 9: Global Facial Recognition Market Value (US$ Mn) Forecast, by Application, 2018 - 2031
Table 10: Global Facial Recognition Market Value (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 11: Global Facial Recognition Market Volume (US$ Mn) Forecast, by Region, 2018 - 2031
Table 12: North America Facial Recognition Market Value (US$ Mn) Forecast, by Component, 2018 - 2031
Table 13: North America Facial Recognition Market Value (US$ Mn) Forecast, by Application, 2018 - 2031
Table 14: North America Facial Recognition Market Value (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 15: North America Facial Recognition Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 16: U.S. Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 17: Canada Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 18: Mexico Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 19: Europe Facial Recognition Market Value (US$ Mn) Forecast, by Component, 2018 - 2031
Table 20: Europe Facial Recognition Market Value (US$ Mn) Forecast, by Application, 2018 - 2031
Table 21: Europe Facial Recognition Market Value (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 22: Europe Facial Recognition Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 23: Germany Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 24: U.K. Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 25: France Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 26: Spain Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 27: Italy Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 28: Asia Pacific Facial Recognition Market Value (US$ Mn) Forecast, by Component, 2018 - 2031
Table 29: Asia Pacific Facial Recognition Market Value (US$ Mn) Forecast, by Application, 2018 - 2031
Table 30: Asia Pacific Facial Recognition Market Value (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 31: Asia Pacific Facial Recognition Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 32: China Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 33: India Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 34: Japan Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 35: ASEAN Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 36: Middle East & Africa Facial Recognition Market Value (US$ Mn) Forecast, by Component, 2018 - 2031
Table 37: Middle East & Africa Facial Recognition Market Value (US$ Mn) Forecast, by Application, 2018 - 2031
Table 38: Middle East & Africa Facial Recognition Market Value (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 39: Middle East & Africa Facial Recognition Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 40: Saudi Arabia Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 41: U.A.E. Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 42: South Africa Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 43: South America Facial Recognition Market Value (US$ Mn) Forecast, by Component, 2018 - 2031
Table 44: South America Facial Recognition Market Value (US$ Mn) Forecast, by Application, 2018 - 2031
Table 45: South America Facial Recognition Market Value (US$ Mn) Forecast, by End-user, 2018 - 2031
Table 46: South America Facial Recognition Market Value (US$ Mn) Forecast, by Country, 2018 - 2031
Table 47: Brazil Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 48: Argentina Facial Recognition Market Revenue CAGR Breakdown (%), by Growth Term
Table 49: Mergers & Acquisitions, Expansions (1/4)
Table 50: Mergers & Acquisitions, Expansions (2/4)
Table 51: Mergers & Acquisitions, Expansions (3/4)
Table 52: Mergers & Acquisitions, Expansions (4/4)
List of Figures
Figure 1: Global Facial Recognition Market Size (US$ Mn) Forecast, 2018-2031
Figure 2: Global Facial Recognition Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2021E
Figure 3: Top Segment Analysis of Facial Recognition Market
Figure 4: Global Facial Recognition Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2031F
Figure 5: Global Facial Recognition Market Attractiveness Assessment, by Component
Figure 6: Global Facial Recognition Market Attractiveness Assessment, by Application
Figure 7: Global Facial Recognition Market Attractiveness Assessment, by End-user
Figure 8: Global Facial Recognition Market Attractiveness Assessment, by Region
Figure 9: Global Facial Recognition Market Revenue (US$ Mn) Historic Trends, 2016 - 2020
Figure 10: Global Facial Recognition Market Revenue Opportunity (US$ Mn) Historic Trends, 2016 - 2020
Figure 11: Global Facial Recognition Market Value Share Analysis, by Component, 2021
Figure 12: Global Facial Recognition Market Value Share Analysis, by Component, 2031
Figure 13: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Software/Tools, 2022 - 2031
Figure 14: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Services, 2022 - 2031
Figure 15: Global Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 16: Global Facial Recognition Market Value Share Analysis, by Application, 2031
Figure 17: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Law Enforcement, 2022 - 2031
Figure 18: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Access Control, 2022 - 2031
Figure 19: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Emotion Recognition, 2022 - 2031
Figure 20: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Attendance Tracking and Monitoring, 2022 - 2031
Figure 21: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 22: Global Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 23: Global Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 24: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Banking, Financial Services and Insurance, 2022 - 2031
Figure 25: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Retail and Ecommerce, 2022 - 2031
Figure 26: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Healthcare, 2022 - 2031
Figure 27: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Education, 2022 - 2031
Figure 28: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Automotive, 2022 - 2031
Figure 29: Global Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 30: Global Facial Recognition Market Value Share Analysis, by Region, 2031
Figure 31: North America Facial Recognition Market Absolute Opportunity (US$ Mn), 2022 - 2031
Figure 32: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), 2022 - 2031
Figure 33: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), 2022 - 2031
Figure 34: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), 2022 - 2031
Figure 35: South America Facial Recognition Market Absolute Opportunity (US$ Mn), 2022 - 2031
Figure 36: North America Facial Recognition Revenue Opportunity Share, by Component
Figure 37: North America Facial Recognition Revenue Opportunity Share, by Application
Figure 38: North America Facial Recognition Revenue Opportunity Share, by End-user
Figure 39: North America l Facial Recognition Market Value Share Analysis, by Component, 2021
Figure 40: North America Facial Recognition Market Value Share Analysis, by Component, 2031
Figure 41: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Software/Tools, 2022 - 2031
Figure 42: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Services, 2022 - 2031
Figure 43: North America Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 44: North America Facial Recognition Market Value Share Analysis, by Application, 2031
Figure 45: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Law Enforcement, 2022 - 2031
Figure 46: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Access Control, 2022 - 2031
Figure 47: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Emotion Recognition, 2022 - 2031
Figure 48: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Attendance Tracking and Monitoring, 2022 - 2031
Figure 49: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 50: North America Facial Recognition Market Value Share Analysis, by End-user, 2021
Figure 51: North America Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 52: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Banking, Financial Services and Insurance, 2022 - 2031
Figure 53: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Retail and Ecommerce, 2022 - 2031
Figure 54: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Healthcare, 2022 - 2031
Figure 55: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Education, 2022 - 2031
Figure 56: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Automotive, 2022 - 2031
Figure 57: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 58: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Country, 2022 - 2031
Figure 59: North America Facial Recognition Market Absolute Opportunity (US$ Mn), by Country, 2022 - 2031
Figure 58: Mexico Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 59: Europe Facial Recognition Revenue Opportunity Share, by Component
Figure 60: Europe Facial Recognition Revenue Opportunity Share, by Application
Figure 61: Europe Facial Recognition Revenue Opportunity Share, by End-user
Figure 62: Europe Facial Recognition Market Value Share Analysis, by Component, 2021
Figure 63: Europe Facial Recognition Market Value Share Analysis, by Component, 2031
Figure 64: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Software/Tools , 2022 - 2031
Figure 65: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Services, 2022 - 2031
Figure 66: Europe Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 67: Europe Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 68: Europe Facial Recognition Market Value Share Analysis, by Application, 2031
Figure 69: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Law Enforcement, 2022 - 2031
Figure 70: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Access Control, 2022 - 2031
Figure 71: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Emotion Recognition, 2022 - 2031
Figure 72: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Attendance Tracking and Monitoring, 2022 - 2031
Figure 73: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 74: Europe Facial Recognition Market Value Share Analysis, by End-user, 2021
Figure 75: Europe Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 76: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Banking, Financial Services and Insurance, 2022 - 2031
Figure 77: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Retail and Ecommerce, 2022 - 2031
Figure 78: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Healthcare, 2022 - 2031
Figure 79: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Education, 2022 - 2031
Figure 80: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Automotive, 2022 - 2031
Figure 81: Europe Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 82: Europe Facial Recognition Market Value Share Analysis, by Country, 2021
Figure 79: Europe Facial Recognition Market Value Share Analysis, by Country, 2031
Figure 80: Germany Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 81: U.K. Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 82: France Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 83: Italy Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 84: Spain Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 85: Asia Pacific Facial Recognition Revenue Opportunity Share, by Component
Figure 86: Asia Pacific Facial Recognition Revenue Opportunity Share, by Application
Figure 87: Asia Pacific Facial Recognition Revenue Opportunity Share, by End-user
Figure 88: Asia Pacific l Facial Recognition Market Value Share Analysis, by Component, 2021
Figure 89: Asia Pacific Facial Recognition Market Value Share Analysis, by Component, 2031
Figure 90: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Software/Tools , 2022 - 2031
Figure 91: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Services, 2022 - 2031
Figure 92: Asia Pacific Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 93: Asia Pacific Facial Recognition Market Value Share Analysis, by Application, 2031
Figure 94: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Law Enforcement, 2022 - 2031
Figure 95: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Access Control, 2022 - 2031
Figure 96: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Emotion Recognition, 2022 - 2031
Figure 97: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Attendance Tracking and Monitoring, 2022 - 2031
Figure 98: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 99: Asia Pacific Facial Recognition Market Value Share Analysis, by End-user, 2021
Figure 100: Asia Pacific Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 101: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Banking, Financial Services and Insurance, 2022 - 2031
Figure 102: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Retail and Ecommerce, 2022 - 2031
Figure 103: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Healthcare, 2022 - 2031
Figure 104: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Education, 2022 - 2031
Figure 105: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Automotive, 2022 - 2031
Figure 106: Asia Pacific Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 103: Asia Pacific Facial Recognition Market Value Share Analysis, by Country, 2021
Figure 104: Asia Pacific Facial Recognition Market Value Share Analysis, by Country, 2031
Figure 105: China Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 106: India Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 107: Japan Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 108: ASEAN Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 109: Middle East & Africa Facial Recognition Revenue Opportunity Share, by Component
Figure 110: Middle East & Africa Facial Recognition Revenue Opportunity Share, by Application
Figure 111: Middle East & Africa Facial Recognition Revenue Opportunity Share, by End-user
Figure 112: Middle East & Africa l Facial Recognition Market Value Share Analysis, by Component, 2021
Figure 113: Middle East & Africa Facial Recognition Market Value Share Analysis, by Component, 2031
Figure 114: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Software/Tools (SIP) Trunking, 2022 - 2031
Figure 115: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Services, 2022 - 2031
Figure 116: Middle East & Africa Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 117: Middle East & Africa Facial Recognition Market Value Share Analysis, by Application, 2031
Figure 118: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Law Enforcement, 2022 - 2031
Figure 119: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Access Control, 2022 - 2031
Figure 120: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Emotion Recognition, 2022 - 2031
Figure 121: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Attendance Tracking and Monitoring, 2022 - 2031
Figure 122: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 123: Middle East & Africa Facial Recognition Market Value Share Analysis, by End-user, 2021
Figure 124: Middle East & Africa Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 125: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Banking, Financial Services and Insurance, 2022 - 2031
Figure 126: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Retail and Ecommerce, 2022 - 2031
Figure 127: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Healthcare, 2022 - 2031
Figure 128: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Education, 2022 - 2031
Figure 129: Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Automotive, 2022 - 2031
Figure 130 Middle East & Africa Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 127: Middle East & Africa Facial Recognition Market Value Share Analysis, by Country, 2021
Figure 128: Middle East & Africa Facial Recognition Market Value Share Analysis, by Country, 2031
Figure 129: Saudi Arabia Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 130: U.A.E. Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 131: South Africa Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 132: South America Facial Recognition Revenue Opportunity Share, by Component
Figure 133: South America Facial Recognition Revenue Opportunity Share, by Application
Figure 134: South America Facial Recognition Revenue Opportunity Share, by End-user
Figure 135: South America Facial Recognition Market Value Share Analysis, by Component, 2021
Figure 136: South America Facial Recognition Market Value Share Analysis, by Component, 2031
Figure 137: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Software/Tools, 2022 - 2031
Figure 138: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Services, 2022 - 2031
Figure 139: South America Facial Recognition Market Value Share Analysis, by Application, 2021
Figure 140: South America Facial Recognition Market Value Share Analysis, by Application, 2031
Figure 141: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Law Enforcement, 2022 - 2031
Figure 142: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Access Control, 2022 - 2031
Figure 143: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Emotion Recognition, 2022 - 2031
Figure 144: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Attendance Tracking and Monitoring, 2022 - 2031
Figure 145: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 146: South America Facial Recognition Market Value Share Analysis, by End-user, 2021
Figure 147: South America Facial Recognition Market Value Share Analysis, by End-user, 2031
Figure 148: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Banking, Financial Services and Insurance, 2022 - 2031
Figure 149: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Retail and Ecommerce, 2022 - 2031
Figure 150: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Healthcare, 2022 - 2031
Figure 152: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Education, 2022 - 2031
Figure 153: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Automotive, 2022 - 2031
Figure 154: South America Facial Recognition Market Absolute Opportunity (US$ Mn), by Others, 2022 - 2031
Figure 155: South America Facial Recognition Market Value Share Analysis, by Country, 2021
Figure 156: South America Facial Recognition Market Value Share Analysis, by Country, 2031
Figure 157: Brazil Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
Figure 158: Argentina Facial Recognition Market Opportunity Growth Analysis (US$ Mn) Forecast, 2022 - 2031
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