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全球臉部辨識市場預測（~2030 年）：按組件、應用、最終用戶和地區進行全球分析

Facial Recognition Market Forecasts to 2030 - Global Analysis By Component, Application, End User and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3個工作天內

價格

根據Stratistics MRC預測，2023年全球臉部辨識市場規模將達66億美元，預計2030年將達到224億美元，預測期內複合年成長率為19.2%。臉部認證是一種生物辨識技術，透過分析和比較臉部特徵模式來識別和驗證個人。該技術使用演算法來映射獨特的特徵，例如眼睛之間的距離、鼻子的形狀和下巴輪廓，以創建面部特徵，通常稱為面部指紋。將這些臉部指紋與資料庫中儲存的臉部指紋進行比較，或與現實生活中的影像進行比較，以驗證和識別該人。此外，臉部認證也用於解鎖智慧型手機和其他設備，提供方便且安全的身份驗證方法。

根據刑事司法委員會的數據，2022 年上半年美國主要城市的竊盜和搶劫案件增加了約 20%。根據中國網際網路絡資訊中心（CNNIC）統計，2018年全國約有5.834億人使用行動付款，2017年使用行動支付的人數為5.27億人。

對非接觸式解決方案的需求不斷成長

隨著人們越來越關注盡量減少身體接觸，臉部辨識技術已成為各領域引人注目的解決方案。在零售、銀行、交通和醫療保健領域，臉部認證整合可實現無縫、非接觸式身分驗證流程，提升使用者便利性和安全性。此外，臉部辨識系統提供強大的安全措施，保護敏感資料和設施，同時簡化存取控制。此外，臉部辨識演算法的進步提高了準確性和可靠性，推動了進一步的採用。

資料安全風險

資料安全風險是臉部辨識市場成長的主要障礙。對臉部辨識系統中儲存的敏感個人資料的未授權存取、濫用和潛在洩漏的擔憂正在阻止消費者和企業採用這些技術。監管審查和不斷發展的資料保護法（例如歐洲的GDPR 和世界各地的類似法規）對生物識別資訊的收集、儲存和處理提出了嚴格的要求，給從事該領域營運的公司帶來了合規性挑戰，並造成了負擔。因此，企業對於投資臉部辨識解決方案猶豫不決，因為擔心資料安全性差的後果，阻礙市場成長。

生物識別系統的採用增加

由於擴大採用生物識別系統、增強安全措施並簡化各個領域的認證流程，臉部認證市場正在顯著擴大。生物識別系統，特別是那些利用臉部辨識技術的系統，具有高精度和便利性，使其對從執法到消費性電子產品的廣泛應用越來越有吸引力。隨著越來越多的組織和政府認知到生物識別在增強安全通訊協定方面的價值，對臉部辨識解決方案的需求持續飆升。

隱私問題

隱私問題是臉部認證市場成長的主要障礙。該技術可以從圖像和影片中識別個人，引​​發了人們對其可能被濫用的擔憂。人們擔心個人隱私和公民自由可能會受到侵犯，特別是在嚴格審查的公共場所。臉部資料的收集和儲存引發了對政府和企業未授權存取、資料外洩以及濫用敏感資訊的擔憂。然而，臉部辨識方面缺乏強力的法規和標準加劇了這些擔憂，並使個人容易受到潛在的濫用。

COVID-19 的影響：

COVID-19大流行對臉部辨識市場產生了重大影響。口罩是預防病毒感染的必要措施，口罩的普及給依賴臉部完全可見性的臉部辨識系統帶來了挑戰。隨著企業尋求適應新常態，這種流行病加速了臉部辨識系統的開發和採用，該系統具有改進的口罩檢測能力。總體而言，COVID-19 為臉部辨識市場帶來了挑戰，但也刺激了創新和適應，導致適合疫情後情況的更強大、更通用的解決方案的發展。

預計在預測期內，出勤追蹤和監控部分將是最大的

預計在預測期內，出勤追蹤和監控部分將是最大的部分。透過整合臉部辨識技術，公司可以簡化時間和出勤追蹤流程，消除手動簽到的需要，並減少出現錯誤和不準確的可能性。該技術提供了一種無縫、高效的方式來驗證個人身份，並實現更可靠的考勤資料收集。此外，臉部辨識系統可以透過準確識別授權人員並偵測未授權存取嘗試來增強安全措施。

預計軟體領域在預測期內的複合年成長率最高。

預計軟體領域在預測期內的複合年成長率最高。透過深度學習技術，軟體開發人員正在使臉部辨識系統更加準確、高效和多功能。這些進步包括強大的臉部偵測、改進的臉部特徵識別以及在照度和各種角度等挑戰性條件下增強的功能。此外，軟體解決方案擴大與其他技術（如人工智慧和機器學習）整合，使臉部辨識系統能夠適應資料並從數據中學習，從而隨著時間的推移提高性能。

佔比最大的地區：

預計亞太地區在預測期內將佔據最大的市場佔有率。行動裝置在該地區已變得無處不在，其普及是臉部辨識技術普及的催化劑。這種整合不僅簡化了使用者體驗，而且還促進了安全生物識別身份驗證方法的採用，作為傳統密碼和密碼 的替代方案。此外，該地區智慧型手機市場的蓬勃發展，加上人們對資料安全和身分盜竊日益成長的擔憂，進一步推動了對臉部辨識設備的需求。

複合年成長率最高的地區：

預計亞太地區在整個預測期內將保持盈利成長。亞太地區的政府法規透過提供部署框架並確保負責任的使用，在加強臉部辨識市場方面發揮關鍵作用。該地區的這些法規在消費者和企業之間建立了信任感，促進了臉部辨識技術的廣泛接受和採用。此外，政府對機場、邊境管制和執法等安全和監視目的的要求正在推動該地區對臉部辨識系統的需求。

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  • 區域分割
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    • 按產品系列、地理分佈和策略聯盟對主要企業基準化分析

目錄

第1章執行摘要

第2章 前言

  • 概述
  • 相關利益者
  • 調查範圍
  • 調查方法
    • 資料探勘
    • 資料分析
    • 資料檢驗
    • 研究途徑
  • 研究資訊來源
    • 主要研究資訊來源
    • 二次研究資訊來源
    • 先決條件

第3章市場趨勢分析

  • 介紹
  • 促進因素
  • 抑制因素
  • 機會
  • 威脅
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第5章全球臉部辨識市場：按組成部分

  • 介紹
  • 服務
    • 雲端基礎的臉部辨識
    • 培訓和諮詢服務
  • 軟體
    • 3D臉部辨識
    • 2D臉部辨識

第6章全球臉部辨識市場：依應用分類

  • 介紹
  • 存取控制
  • 追蹤和監控出勤狀況
  • 安全和監視
  • 其他

第7章全球臉部辨識市場：依最終用戶分類

  • 介紹
  • 媒體和娛樂
  • 資訊科技和通訊
  • 零售與電子商務
  • 醫療保健
  • 政府
  • 其他

第8章全球臉部辨識市場：按地區

  • 介紹
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 義大利
    • 法國
    • 西班牙
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳洲
    • 紐西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地區
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 卡達
    • 南非
    • 其他中東/非洲

第9章 主要進展

  • 合約、夥伴關係、協作和合資企業
  • 收購和合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第10章 公司概況

  • Aware, Inc
  • Ayonix Corporation
  • Cognitec Systems GmbH
  • Daon, Inc
  • FacePhi
  • Fujitsu
  • Gemalto NV
  • NEC Corporation
  • Onfido
  • Thales
Product Code: SMRC26148

According to Stratistics MRC, the Global Facial Recognition Market is accounted for $6.6 billion in 2023 and is expected to reach $22.4 billion by 2030 growing at a CAGR of 19.2% during the forecast period. Facial recognition is a biometric technology that identifies or verifies individuals by analyzing and comparing patterns in their facial features. This technology utilizes algorithms to map unique characteristics such as the distance between the eyes, nose shape, and jawline to create a facial signature, often referred to as a faceprint. These faceprints are then compared to those stored in a database or against a live image to authenticate or identify individuals. Moreover, facial recognition is utilized in unlocking smartphones and other devices, providing a convenient and secure method for authentication.

According to the Council on Criminal Justice, thefts and robberies in major cities across the United States increased by around 20% in the first half of 2022. According to the China Internet Network Information Center (CNNIC), around 583.4 million people have preferred mobile payment transactions across the country in 2018 and 527 million users in 2017.

Market Dynamics:

Driver:

Rising demand for contactless solutions

With an increased emphasis on minimizing physical contact, facial recognition technology has emerged as a compelling solution across various sectors. In retail, banking, transportation, and healthcare, the integration of facial recognition enables seamless, touchless authentication processes, enhancing both convenience and safety for users. Additionally, facial recognition systems offer robust security measures, safeguarding sensitive data and premises while streamlining access control. Moreover, advancements in facial recognition algorithms have enhanced accuracy and reliability, further driving adoption.

Restraint:

Data security risks

Data security risks pose a significant impediment to the growth of the facial recognition market. Concerns about the unauthorized access, misuse, or potential breaches of sensitive personal data stored within facial recognition systems deter both consumers and businesses from adopting these technologies. Regulatory scrutiny and evolving data protection laws, such as GDPR in Europe and similar regulations worldwide, impose strict requirements on the collection, storage, and processing of biometric information, adding compliance burdens and potential liabilities for companies operating in this space. As a result, businesses hesitate to invest in facial recognition solutions, fearing the repercussions of data security lapses, thereby impeding the market's growth.

Opportunity:

Increasing adoption of biometric systems

The increasing adoption of biometric systems is substantially enhancing the Facial Recognition Market by bolstering security measures and streamlining authentication processes across various sectors. Biometric systems, particularly those utilizing facial recognition technology, offer a high level of accuracy and convenience, making them increasingly attractive for applications ranging from law enforcement to consumer electronics. As more organizations and governments recognize the value of biometric authentication in enhancing security protocols, the demand for facial recognition solutions continues to surge.

Threat:

Privacy concerns

Privacy concerns pose a significant obstacle to the growth of the facial recognition market. With the technology's capability to identify individuals from images or video feeds, there's a growing unease about its potential misuse. Many fear the infringement upon personal privacy and civil liberties, especially in public spaces where surveillance is prevalent. The collection and storage of facial data raise concerns about unauthorized access, data breaches, and the misuse of sensitive information by governments or corporations. However, the lack of robust regulations and standards for facial recognition exacerbates these worries, leaving individuals vulnerable to potential abuses.

Covid-19 Impact:

The COVID-19 pandemic significantly impacted the facial recognition market due to the widespread use of face masks, a necessary measure to prevent virus transmission, posed a challenge to facial recognition systems reliant on full facial visibility. The pandemic accelerated the development and adoption of facial recognition systems with improved mask detection capabilities, as companies sought to adapt to the new normal. Overall, while COVID-19 presented challenges to the facial recognition market, it also spurred innovation and adaptation, leading to the evolution of more robust and versatile solutions suited to the post-pandemic landscape.

The attendance tracking and monitoring segment is expected to be the largest during the forecast period

Attendance Tracking and Monitoring segment is expected to be the largest during the forecast period. By integrating facial recognition technology, companies can streamline attendance tracking processes, eliminating the need for manual check-ins and reducing the likelihood of errors or inaccuracies. This technology offers a seamless and efficient way to verify the identity of individuals, allowing for more reliable attendance data collection. Moreover, facial recognition systems can enhance security measures by accurately identifying authorized personnel and detecting unauthorized access attempts.

The Software segment is expected to have the highest CAGR during the forecast period

Software segment is expected to have the highest CAGR during the forecast period. Through deep learning techniques, software developers are refining facial recognition systems to be more accurate, efficient, and versatile. These advancements include robust face detection, improved recognition of facial features, and enhanced capabilities in challenging conditions such as low light or varying angles. Moreover, software solutions are increasingly integrating with other technologies like artificial intelligence and machine learning, enabling facial recognition systems to adapt and learn from data, thereby improving their performance over time.

Region with largest share:

Asia Pacific region is expected to register largest share of the market over the extrapolated period. As mobile devices become ubiquitous across the region, their widespread adoption serves as a catalyst for the proliferation of facial recognition technology. This integration not only simplifies the user experience but also promotes the adoption of secure biometric authentication methods, replacing traditional passwords and PINs. Moreover, the region's thriving smartphone market, coupled with increasing concerns over data security and identity theft, further drives the demand for facial recognition-enabled devices.

Region with highest CAGR:

Asia Pacific region is poised to hold profitable growth throughout the projection period. Government regulations in the Asia Pacific region are playing a substantial role in enhancing the Facial Recognition Market by providing a framework for its deployment and ensuring its responsible use. These regulations in the region create a sense of trust among consumers and businesses, fostering wider acceptance and adoption of facial recognition technology. Moreover, government mandates for security and surveillance purposes, such as in airports, border control, and law enforcement, are driving the regional demand for facial recognition systems.

Key players in the market

Some of the key players in Facial Recognition market include Aware, Inc, Ayonix Corporation, Cognitec Systems GmbH, Daon, Inc, FacePhi, Fujitsu, Gemalto NV, NEC Corporation, Onfido and Thales.

Key Developments:

In April 2023, Apple revealed that face recognition will be added to its following iPhone models. Face ID is a function that employs a TrueDepth camera system to scan and authenticate a user's face.

In February 2023, Microsoft announced the acquisition of Face++, a top Chinese face recognition business. Microsoft gained access to Face++'s technology and experience, which it said would help it extend its face recognition products in the Chinese market.

In September 2022, CyberLink Corporation successfully integrated its FaceMe AI facial recognition engine into MediaTek's AIoT platform, Genio 1200. This integration empowers IoT/AIoT developers and system integrators with precise facial recognition capabilities suitable for a wide range of industries and applications, including security, access control, public safety, smart banking, and smart retail.

In March 2022, Cognitec joined the Salto Group, adding the German company's facial biometrics technology to the portfolio of the Spanish electronic security and access control company. It is anticipated that the acquisition will increase Cognitec's research and development efforts and product line market penetration as the company collaborates with Salto to develop new technologies for developing biometric markets.

Components Covered:

  • Services
  • Software

Applications Covered:

  • Access Control
  • Attendance Tracking and Monitoring
  • Security and Surveillance
  • Other Applications

End Users Covered:

  • Media and Entertainment
  • IT and Telecom
  • Retail and E-commerce
  • Healthcare
  • Government
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Facial Recognition Market, By Component

  • 5.1 Introduction
  • 5.2 Services
    • 5.2.1 Cloud Based Facial Recognition
    • 5.2.2 Training and Consulting Services
  • 5.3 Software
    • 5.3.1 3D Facial Recognition
    • 5.3.2 2D Facial Recognition

6 Global Facial Recognition Market, By Application

  • 6.1 Introduction
  • 6.2 Access Control
  • 6.3 Attendance Tracking and Monitoring
  • 6.4 Security and Surveillance
  • 6.5 Other Applications

7 Global Facial Recognition Market, By End User

  • 7.1 Introduction
  • 7.2 Media and Entertainment
  • 7.3 IT and Telecom
  • 7.4 Retail and E-commerce
  • 7.5 Healthcare
  • 7.6 Government
  • 7.7 Other End Users

8 Global Facial Recognition Market, By Geography

  • 8.1 Introduction
  • 8.2 North America
    • 8.2.1 US
    • 8.2.2 Canada
    • 8.2.3 Mexico
  • 8.3 Europe
    • 8.3.1 Germany
    • 8.3.2 UK
    • 8.3.3 Italy
    • 8.3.4 France
    • 8.3.5 Spain
    • 8.3.6 Rest of Europe
  • 8.4 Asia Pacific
    • 8.4.1 Japan
    • 8.4.2 China
    • 8.4.3 India
    • 8.4.4 Australia
    • 8.4.5 New Zealand
    • 8.4.6 South Korea
    • 8.4.7 Rest of Asia Pacific
  • 8.5 South America
    • 8.5.1 Argentina
    • 8.5.2 Brazil
    • 8.5.3 Chile
    • 8.5.4 Rest of South America
  • 8.6 Middle East & Africa
    • 8.6.1 Saudi Arabia
    • 8.6.2 UAE
    • 8.6.3 Qatar
    • 8.6.4 South Africa
    • 8.6.5 Rest of Middle East & Africa

9 Key Developments

  • 9.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 9.2 Acquisitions & Mergers
  • 9.3 New Product Launch
  • 9.4 Expansions
  • 9.5 Other Key Strategies

10 Company Profiling

  • 10.1 Aware, Inc
  • 10.2 Ayonix Corporation
  • 10.3 Cognitec Systems GmbH
  • 10.4 Daon, Inc
  • 10.5 FacePhi
  • 10.6 Fujitsu
  • 10.7 Gemalto NV
  • 10.8 NEC Corporation
  • 10.9 Onfido
  • 10.10 Thales

List of Tables

  • Table 1 Global Facial Recognition Market Outlook, By Region (2021-2030) ($MN)
  • Table 2 Global Facial Recognition Market Outlook, By Component (2021-2030) ($MN)
  • Table 3 Global Facial Recognition Market Outlook, By Services (2021-2030) ($MN)
  • Table 4 Global Facial Recognition Market Outlook, By Cloud Based Facial Recognition (2021-2030) ($MN)
  • Table 5 Global Facial Recognition Market Outlook, By Training and Consulting Services (2021-2030) ($MN)
  • Table 6 Global Facial Recognition Market Outlook, By Software (2021-2030) ($MN)
  • Table 7 Global Facial Recognition Market Outlook, By 3D Facial Recognition (2021-2030) ($MN)
  • Table 8 Global Facial Recognition Market Outlook, By 2D Facial Recognition (2021-2030) ($MN)
  • Table 9 Global Facial Recognition Market Outlook, By Application (2021-2030) ($MN)
  • Table 10 Global Facial Recognition Market Outlook, By Access Control (2021-2030) ($MN)
  • Table 11 Global Facial Recognition Market Outlook, By Attendance Tracking and Monitoring (2021-2030) ($MN)
  • Table 12 Global Facial Recognition Market Outlook, By Security and Surveillance (2021-2030) ($MN)
  • Table 13 Global Facial Recognition Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 14 Global Facial Recognition Market Outlook, By End User (2021-2030) ($MN)
  • Table 15 Global Facial Recognition Market Outlook, By Media and Entertainment (2021-2030) ($MN)
  • Table 16 Global Facial Recognition Market Outlook, By IT and Telecom (2021-2030) ($MN)
  • Table 17 Global Facial Recognition Market Outlook, By Retail and E-commerce (2021-2030) ($MN)
  • Table 18 Global Facial Recognition Market Outlook, By Healthcare (2021-2030) ($MN)
  • Table 19 Global Facial Recognition Market Outlook, By Government (2021-2030) ($MN)
  • Table 20 Global Facial Recognition Market Outlook, By Other End Users (2021-2030) ($MN)
  • Table 21 North America Facial Recognition Market Outlook, By Country (2021-2030) ($MN)
  • Table 22 North America Facial Recognition Market Outlook, By Component (2021-2030) ($MN)
  • Table 23 North America Facial Recognition Market Outlook, By Services (2021-2030) ($MN)
  • Table 24 North America Facial Recognition Market Outlook, By Cloud Based Facial Recognition (2021-2030) ($MN)
  • Table 25 North America Facial Recognition Market Outlook, By Training and Consulting Services (2021-2030) ($MN)
  • Table 26 North America Facial Recognition Market Outlook, By Software (2021-2030) ($MN)
  • Table 27 North America Facial Recognition Market Outlook, By 3D Facial Recognition (2021-2030) ($MN)
  • Table 28 North America Facial Recognition Market Outlook, By 2D Facial Recognition (2021-2030) ($MN)
  • Table 29 North America Facial Recognition Market Outlook, By Application (2021-2030) ($MN)
  • Table 30 North America Facial Recognition Market Outlook, By Access Control (2021-2030) ($MN)
  • Table 31 North America Facial Recognition Market Outlook, By Attendance Tracking and Monitoring (2021-2030) ($MN)
  • Table 32 North America Facial Recognition Market Outlook, By Security and Surveillance (2021-2030) ($MN)
  • Table 33 North America Facial Recognition Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 34 North America Facial Recognition Market Outlook, By End User (2021-2030) ($MN)
  • Table 35 North America Facial Recognition Market Outlook, By Media and Entertainment (2021-2030) ($MN)
  • Table 36 North America Facial Recognition Market Outlook, By IT and Telecom (2021-2030) ($MN)
  • Table 37 North America Facial Recognition Market Outlook, By Retail and E-commerce (2021-2030) ($MN)
  • Table 38 North America Facial Recognition Market Outlook, By Healthcare (2021-2030) ($MN)
  • Table 39 North America Facial Recognition Market Outlook, By Government (2021-2030) ($MN)
  • Table 40 North America Facial Recognition Market Outlook, By Other End Users (2021-2030) ($MN)
  • Table 41 Europe Facial Recognition Market Outlook, By Country (2021-2030) ($MN)
  • Table 42 Europe Facial Recognition Market Outlook, By Component (2021-2030) ($MN)
  • Table 43 Europe Facial Recognition Market Outlook, By Services (2021-2030) ($MN)
  • Table 44 Europe Facial Recognition Market Outlook, By Cloud Based Facial Recognition (2021-2030) ($MN)
  • Table 45 Europe Facial Recognition Market Outlook, By Training and Consulting Services (2021-2030) ($MN)
  • Table 46 Europe Facial Recognition Market Outlook, By Software (2021-2030) ($MN)
  • Table 47 Europe Facial Recognition Market Outlook, By 3D Facial Recognition (2021-2030) ($MN)
  • Table 48 Europe Facial Recognition Market Outlook, By 2D Facial Recognition (2021-2030) ($MN)
  • Table 49 Europe Facial Recognition Market Outlook, By Application (2021-2030) ($MN)
  • Table 50 Europe Facial Recognition Market Outlook, By Access Control (2021-2030) ($MN)
  • Table 51 Europe Facial Recognition Market Outlook, By Attendance Tracking and Monitoring (2021-2030) ($MN)
  • Table 52 Europe Facial Recognition Market Outlook, By Security and Surveillance (2021-2030) ($MN)
  • Table 53 Europe Facial Recognition Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 54 Europe Facial Recognition Market Outlook, By End User (2021-2030) ($MN)
  • Table 55 Europe Facial Recognition Market Outlook, By Media and Entertainment (2021-2030) ($MN)
  • Table 56 Europe Facial Recognition Market Outlook, By IT and Telecom (2021-2030) ($MN)
  • Table 57 Europe Facial Recognition Market Outlook, By Retail and E-commerce (2021-2030) ($MN)
  • Table 58 Europe Facial Recognition Market Outlook, By Healthcare (2021-2030) ($MN)
  • Table 59 Europe Facial Recognition Market Outlook, By Government (2021-2030) ($MN)
  • Table 60 Europe Facial Recognition Market Outlook, By Other End Users (2021-2030) ($MN)
  • Table 61 Asia Pacific Facial Recognition Market Outlook, By Country (2021-2030) ($MN)
  • Table 62 Asia Pacific Facial Recognition Market Outlook, By Component (2021-2030) ($MN)
  • Table 63 Asia Pacific Facial Recognition Market Outlook, By Services (2021-2030) ($MN)
  • Table 64 Asia Pacific Facial Recognition Market Outlook, By Cloud Based Facial Recognition (2021-2030) ($MN)
  • Table 65 Asia Pacific Facial Recognition Market Outlook, By Training and Consulting Services (2021-2030) ($MN)
  • Table 66 Asia Pacific Facial Recognition Market Outlook, By Software (2021-2030) ($MN)
  • Table 67 Asia Pacific Facial Recognition Market Outlook, By 3D Facial Recognition (2021-2030) ($MN)
  • Table 68 Asia Pacific Facial Recognition Market Outlook, By 2D Facial Recognition (2021-2030) ($MN)
  • Table 69 Asia Pacific Facial Recognition Market Outlook, By Application (2021-2030) ($MN)
  • Table 70 Asia Pacific Facial Recognition Market Outlook, By Access Control (2021-2030) ($MN)
  • Table 71 Asia Pacific Facial Recognition Market Outlook, By Attendance Tracking and Monitoring (2021-2030) ($MN)
  • Table 72 Asia Pacific Facial Recognition Market Outlook, By Security and Surveillance (2021-2030) ($MN)
  • Table 73 Asia Pacific Facial Recognition Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 74 Asia Pacific Facial Recognition Market Outlook, By End User (2021-2030) ($MN)
  • Table 75 Asia Pacific Facial Recognition Market Outlook, By Media and Entertainment (2021-2030) ($MN)
  • Table 76 Asia Pacific Facial Recognition Market Outlook, By IT and Telecom (2021-2030) ($MN)
  • Table 77 Asia Pacific Facial Recognition Market Outlook, By Retail and E-commerce (2021-2030) ($MN)
  • Table 78 Asia Pacific Facial Recognition Market Outlook, By Healthcare (2021-2030) ($MN)
  • Table 79 Asia Pacific Facial Recognition Market Outlook, By Government (2021-2030) ($MN)
  • Table 80 Asia Pacific Facial Recognition Market Outlook, By Other End Users (2021-2030) ($MN)
  • Table 81 South America Facial Recognition Market Outlook, By Country (2021-2030) ($MN)
  • Table 82 South America Facial Recognition Market Outlook, By Component (2021-2030) ($MN)
  • Table 83 South America Facial Recognition Market Outlook, By Services (2021-2030) ($MN)
  • Table 84 South America Facial Recognition Market Outlook, By Cloud Based Facial Recognition (2021-2030) ($MN)
  • Table 85 South America Facial Recognition Market Outlook, By Training and Consulting Services (2021-2030) ($MN)
  • Table 86 South America Facial Recognition Market Outlook, By Software (2021-2030) ($MN)
  • Table 87 South America Facial Recognition Market Outlook, By 3D Facial Recognition (2021-2030) ($MN)
  • Table 88 South America Facial Recognition Market Outlook, By 2D Facial Recognition (2021-2030) ($MN)
  • Table 89 South America Facial Recognition Market Outlook, By Application (2021-2030) ($MN)
  • Table 90 South America Facial Recognition Market Outlook, By Access Control (2021-2030) ($MN)
  • Table 91 South America Facial Recognition Market Outlook, By Attendance Tracking and Monitoring (2021-2030) ($MN)
  • Table 92 South America Facial Recognition Market Outlook, By Security and Surveillance (2021-2030) ($MN)
  • Table 93 South America Facial Recognition Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 94 South America Facial Recognition Market Outlook, By End User (2021-2030) ($MN)
  • Table 95 South America Facial Recognition Market Outlook, By Media and Entertainment (2021-2030) ($MN)
  • Table 96 South America Facial Recognition Market Outlook, By IT and Telecom (2021-2030) ($MN)
  • Table 97 South America Facial Recognition Market Outlook, By Retail and E-commerce (2021-2030) ($MN)
  • Table 98 South America Facial Recognition Market Outlook, By Healthcare (2021-2030) ($MN)
  • Table 99 South America Facial Recognition Market Outlook, By Government (2021-2030) ($MN)
  • Table 100 South America Facial Recognition Market Outlook, By Other End Users (2021-2030) ($MN)
  • Table 101 Middle East & Africa Facial Recognition Market Outlook, By Country (2021-2030) ($MN)
  • Table 102 Middle East & Africa Facial Recognition Market Outlook, By Component (2021-2030) ($MN)
  • Table 103 Middle East & Africa Facial Recognition Market Outlook, By Services (2021-2030) ($MN)
  • Table 104 Middle East & Africa Facial Recognition Market Outlook, By Cloud Based Facial Recognition (2021-2030) ($MN)
  • Table 105 Middle East & Africa Facial Recognition Market Outlook, By Training and Consulting Services (2021-2030) ($MN)
  • Table 106 Middle East & Africa Facial Recognition Market Outlook, By Software (2021-2030) ($MN)
  • Table 107 Middle East & Africa Facial Recognition Market Outlook, By 3D Facial Recognition (2021-2030) ($MN)
  • Table 108 Middle East & Africa Facial Recognition Market Outlook, By 2D Facial Recognition (2021-2030) ($MN)
  • Table 109 Middle East & Africa Facial Recognition Market Outlook, By Application (2021-2030) ($MN)
  • Table 110 Middle East & Africa Facial Recognition Market Outlook, By Access Control (2021-2030) ($MN)
  • Table 111 Middle East & Africa Facial Recognition Market Outlook, By Attendance Tracking and Monitoring (2021-2030) ($MN)
  • Table 112 Middle East & Africa Facial Recognition Market Outlook, By Security and Surveillance (2021-2030) ($MN)
  • Table 113 Middle East & Africa Facial Recognition Market Outlook, By Other Applications (2021-2030) ($MN)
  • Table 114 Middle East & Africa Facial Recognition Market Outlook, By End User (2021-2030) ($MN)
  • Table 115 Middle East & Africa Facial Recognition Market Outlook, By Media and Entertainment (2021-2030) ($MN)
  • Table 116 Middle East & Africa Facial Recognition Market Outlook, By IT and Telecom (2021-2030) ($MN)
  • Table 117 Middle East & Africa Facial Recognition Market Outlook, By Retail and E-commerce (2021-2030) ($MN)
  • Table 118 Middle East & Africa Facial Recognition Market Outlook, By Healthcare (2021-2030) ($MN)
  • Table 119 Middle East & Africa Facial Recognition Market Outlook, By Government (2021-2030) ($MN)
  • Table 120 Middle East & Africa Facial Recognition Market Outlook, By Other End Users (2021-2030) ($MN)