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市场调查报告书
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1489362

全球脸部辨识市场预测（~2030 年）：按组件、应用、最终用户和地区进行全球分析

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个工作天内

价格

根据Stratistics MRC预测，2023年全球脸部辨识市场规模将达66亿美元，预计2030年将达到224亿美元，预测期内复合年增长率为19.2%。脸部认证是一种生物辨识技术，透过分析和比较脸部特征模式来识别和验证个人。该技术使用演算法来映射独特的特征，例如眼睛之间的距离、鼻子的形状和下巴轮廓，以创建面部特征，通常称为面部指纹。将这些脸部指纹与资料库中储存的脸部指纹进行比较，或与现实生活中的影像进行比较，以验证和识别该人。此外，脸部认证也用于解锁智慧型手机和其他设备，提供方便且安全的身份验证方法。

根据刑事司法委员会的数据，2022 年上半年美国主要城市的窃盗和抢劫案件增加了约 20%。根据中国互联网络资讯中心（CNNIC）统计，2018年全国约有5.834亿人使用行动付款，2017年使用行动支付的人数为5.27亿人。

对非接触式解决方案的需求不断增长

随着人们越来越关注尽量减少身体接触，脸部辨识技术已成为各领域引人注目的解决方案。在零售、银行、交通和医疗保健领域，脸部认证整合可实现无缝、非接触式身分验证流程，提升使用者便利性和安全性。此外，脸部辨识系统提供强大的安全措施，保护敏感资料和设施，同时简化存取控制。此外，脸部辨识演算法的进步提高了准确性和可靠性，推动了进一步的采用。

资料安全风险

资料安全风险是脸部辨识市场成长的主要障碍。对脸部辨识系统中储存的敏感个人资料的未授权存取、滥用和潜在洩漏的担忧正在阻止消费者和企业采用这些技术。监管审查和不断发展的资料保护法（例如欧洲的GDPR 和世界各地的类似法规）对生物识别资讯的收集、储存和处理提出了严格的要求，给从事该领域运营的公司带来了合规性挑战，并造成了负担。因此，企业对于投资脸部辨识解决方案犹豫不决，因为担心资料安全性差的后果，阻碍市场成长。

生物识别系统的采用增加

由于越来越多地采用生物识别系统、增强安全措施并简化各个领域的认证流程，脸部认证市场正在显着扩大。生物识别系统，特别是那些利用脸部辨识技术的系统，具有高精度和便利性，使其对从执法到消费性电子产品的广泛应用越来越有吸引力。随着越来越多的组织和政府认识到生物识别在增强安全通讯协定方面的价值，对脸部辨识解决方案的需求持续飙升。

隐私问题

隐私问题是脸部认证市场成长的主要障碍。该技术可以从图像和影片中识别个人，引​​发了人们对其可能被滥用的担忧。人们担心个人隐私和公民自由可能会受到侵犯，特别是在严格审查的公共场所。脸部资料的收集和储存引发了对政府和企业未授权存取、资料外洩以及滥用敏感资讯的担忧。然而，脸部辨识方面缺乏强有力的法规和标准加剧了这些担忧，并使个人容易受到潜在的滥用。

COVID-19 的影响：

COVID-19大流行对脸部辨识市场产生了重大影响。口罩是预防病毒感染的必要措施，口罩的普及给依赖脸部完全可见性的脸部辨识系统带来了挑战。随着企业寻求适应新常态，这种流行病加速了脸部辨识系统的开发和采用，该系统具有改进的口罩检测能力。总体而言，COVID-19 为脸部辨识市场带来了挑战，但也刺激了创新和适应，导致适合疫情后情况的更强大、更通用的解决方案的发展。

预计在预测期内，出勤追踪和监控部分将是最大的

预计在预测期内，出勤追踪和监控部分将是最大的部分。透过整合脸部辨识技术，公司可以简化时间和出勤追踪流程，消除手动签到的需要，并减少出现错误和不准确的可能性。该技术提供了一种无缝、高效的方式来验证个人身份，并实现更可靠的考勤资料收集。此外，脸部辨识系统可以透过准确识别授权人员并侦测未授权存取尝试来增强安全措施。

预计软体领域在预测期内的复合年增长率最高。

预计软体领域在预测期内的复合年增长率最高。透过深度学习技术，软体开发人员正在使脸部辨识系统更加准确、高效和多功能。这些进步包括强大的脸部侦测、改进的脸部特征识别以及在照度和各种角度等挑战性条件下增强的功能。此外，软体解决方案越来越多地与其他技术（如人工智慧和机器学习）集成，使脸部辨识系统能够适应资料并从数据中学习，从而随着时间的推移提高性能。

占比最大的地区：

预计亚太地区在预测期内将占据最大的市场份额。行动装置在该地区已变得无处不在，其普及是脸部辨识技术普及的催化剂。这种整合不仅简化了使用者体验，而且还促进了安全生物识别身份验证方法的采用，作为传统密码和密码 的替代方案。此外，该地区智慧型手机市场的蓬勃发展，加上人们对资料安全和身分盗窃日益增长的担忧，进一步推动了对脸部辨识设备的需求。

复合年增长率最高的地区：

预计亚太地区在整个预测期内将保持盈利成长。亚太地区的政府法规透过提供部署框架并确保负责任的使用，在加强脸部辨识市场方面发挥关键作用。该地区的这些法规在消费者和企业之间建立了信任感，促进了脸部辨识技术的广泛接受和采用。此外，政府对机场、边境管制和执法等安全和监视目的的要求正在推动该地区对脸部辨识系统的需求。

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目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 资料分析
    • 资料检验
    • 研究途径
  • 研究资讯来源
    • 主要研究资讯来源
    • 二次研究资讯来源
    • 先决条件

第三章市场趋势分析

  • 介绍
  • 促进因素
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争公司之间的敌对关係

第五章全球脸部辨识市场：按组成部分

  • 介绍
  • 服务
    • 云端基础的脸部辨识
    • 培训和咨询服务
  • 软体
    • 3D脸部辨识
    • 2D脸部辨识

第六章全球脸部辨识市场：依应用分类

  • 介绍
  • 存取控制
  • 追踪和监控出勤状况
  • 安全和监视
  • 其他的

第七章全球脸部辨识市场：依最终用户划分

  • 介绍
  • 媒体和娱乐
  • 资讯科技和通讯
  • 零售与电子商务
  • 医疗保健
  • 政府
  • 其他的

第八章全球脸部辨识市场：按地区

  • 介绍
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 欧洲其他地区
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东/非洲

第九章 主要进展

  • 合约、伙伴关係、协作和合资企业
  • 收购和合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十章 公司概况

  • 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)