市場調査レポート
商品コード
1448843

顔認識の世界市場:提供区分 (ハードウェア・ソフトウェアソリューション・サービス)・用途・組織規模・展開モード (クラウド・オンプレミス)・産業 (BFSI・政府機関・小売&eコマース)・地域別 - 予測(~2028年)

Facial Recognition Market by Offering (Hardware, Software Solutions, Services), Application, Organization Size, Deployment Mode (Cloud, On-premises), Vertical (BFSI, Government, Retail & E-commerce) and Region - Global Forecast to 2028

出版日: | 発行: MarketsandMarkets | ページ情報: 英文 387 Pages | 納期: 即納可能 即納可能とは

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=160.11円
顔認識の世界市場:提供区分 (ハードウェア・ソフトウェアソリューション・サービス)・用途・組織規模・展開モード (クラウド・オンプレミス)・産業 (BFSI・政府機関・小売&eコマース)・地域別 - 予測(~2028年)
出版日: 2024年03月05日
発行: MarketsandMarkets
ページ情報: 英文 387 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 目次
概要

世界の顔認識の市場規模は、予測期間中に16.3%のCAGRで推移し、2023年の63億米ドルから、2028年には134億米ドルの規模に成長すると予測されています。

ハッキングに対する脆弱性の増大と偽物の増加が顔認識の需要を促進しています。

調査範囲
調査対象年 2017-2028年
基準年 2022年
予測期間 2023-2028年
単位 金額 (米ドル)
セグメント 提供区分・組織規模・展開モード・用途・産業別
対象地域 北米・欧州・アジア太平洋・中東&アフリカ・ラテンアメリカ

現在、ディープフェイクが顔認識システムを潜り抜けるために使用されています。これにはカメラインジェクションを実現可能にするビデオシーケンスの操作や捏造が含まれます。顔認識システムの欠陥を利用して、修正されたビデオ映像を顔認識システムに挿入するカメラインジェクション攻撃は増加の一途をたどっています。企業はこれらの攻撃を防御するため、包括的な本人確認と不正防止アプローチを導入するようになっており、顔認識市場を牽引しています。

提供区分別では、ハードウェアの部門がより大きな市場シェアを占める見通し:

予測期間中はハードウェアの部門がより大きな市場シェアを占めると予測されています。世界中で顔認識の展開を可能にするハードウェアは、過去10年間で急速に進化してきました。顔認識機能は、監視カメラ、スマートフォン、スマートドアベルなどの低価格の商用デバイスに、専用の画像センサーチップ、デバイス上の機械学習アクセラレーション、改良がたカメラを統合することで実現します。

アジア太平洋地域が予測期間中にもっとも高い成長率を示す

アジア太平洋地域は予測期間中の市場においてもっとも高い成長率を記録すると予想されています。顔認識技術は、技術の進歩、政府の取り組み、最先端のソリューションに対する文化的受容性などに後押しされ、アジア全域で広く採用され、急成長を遂げています。中国、日本、インドなどの国々は、さまざまな目的で顔認識を積極的に採用しています。中国では、公共セキュリティやモバイル決済のような日常活動に広く採用されています。日本はロボット工学やカスタマーサービスへの応用を模索し、インドは野心的なデジタルイニシアティブを掲げ、電子行政、ヘルスケア、金融サービスなどの分野で顔認識を取り入れています。

当レポートでは、世界の顔認識の市場を調査し、市場概要、市場影響因子および市場機会の分析、技術・特許の動向、法規制環境、ケーススタディ、ビジネスモデル、ベストプラクティス、市場規模の推移・予測、各種区分・地域別の詳細分析、競合情勢、主要企業のプロファイルなどをまとめています。

目次

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

第5章 市場概要と業界動向

  • 市場力学
    • 促進要因
    • 抑制要因
    • 機会
    • 課題
  • 顔認識技術の進化
  • 顔認識ツール、フレームワーク、技術
  • ケーススタディ分析
  • バリューチェーン分析
  • エコシステム分析
  • ポーターのファイブフォース分析
  • 価格分析
  • 技術分析
  • 貿易分析
  • 特許分析
  • 顧客のビジネスに影響を与える動向/ディスラプション
  • 技術ロードマップ
  • 顔認識市場におけるベストプラクティス
  • 現在および新たなビジネスモデル
  • 関税と規制状況
  • 主要なステークホルダーと購入基準
  • 主要な会議とイベント
  • 投資の情勢

第6章 顔認識市場:タイプ別

  • 2D顔認識
  • 3D顔認識
  • 顔面サーモグラフィ
  • 肌の質感分析
  • 表情認識
  • 顔の属性認識

第7章 顔認識市場:提供区分別

  • ハードウェア
  • ソフトウェアソリューション
    • 顔の識別
    • 顔認証
    • 顔の分析
    • 顔の活性検出
  • サービス
    • プロフェッショナルサービス
    • マネージドサービス

第8章 顔認識市場:展開モード別

  • オンプレミス
  • クラウド

第9章 顔認識市場:組織規模別

  • 大企業
  • 中小企業

第10章 顔認識市場:用途別

  • セキュリティ&アクセス制御
    • 生体認証
    • 境界セキュリティ
    • 法執行機関の捜査
    • アクセス制御
    • 出席状況追跡・監視
  • 財務・決済
    • デジタルトランザクションセキュリティ
    • 詐欺防止・本人確認
    • モバイル&非接触トランザクションセキュリティ
  • 小売・マーケティング
    • テイラードショッピング・顧客中心の広告・プロモーション
    • ロイヤルティプログラム・リワード
    • 感情分析
    • 盗難検出・防止

第11章 顔認識市場:産業別

  • BFSI
  • 政府
  • ヘルスケア
  • 小売・電子商取引
  • 製造
  • 教育
  • メディア&エンターテイメント
  • 交通機関・公共料金
  • その他

第12章 顔認識市場:地域別

  • 北米
  • 欧州
  • アジア太平洋
  • 中東・アフリカ
  • ラテンアメリカ

第13章 競合情勢

  • 概要
  • 主要企業の戦略/有力企業
  • 過去の収益分析
  • 主要な顔認識ベンダーの評価と財務指標
  • 市場シェア分析
  • 製品/ブランドの比較
  • 企業評価マトリックス:主要企業
  • 企業評価マトリックス:スタートアップ/中小企業
  • 競合シナリオ・動向

第14章 企業プロファイル

  • 主要企業
    • NEC
    • MICROSOFT
    • THALES
    • AWS
    • IDEMIA
    • AWARE
    • DAON
    • MEGVII
    • FACEPHI
    • HERTA SECURITY
    • ONESPAN
    • Q3 TECHNOLOGIES
    • NEUROTECHNOLOGY
    • COGNITEC SYSTEMS
  • その他の企業
    • AYONIX
    • NVISO.AI
    • FACEFIRST
    • CLARIFAI
    • IPROOV
    • OOSTO
    • VISAGE TECHNOLOGY
    • PANGIAM
    • CLEARVIEW AI
    • CORSIGHT.AI
    • FACIA
    • VERIDIUM

第15章 隣接市場

第16章 付録

目次
Product Code: TC 3421

The global facial recognition market is estimated to be worth USD 6.3 billion in 2023 and is projected to reach USD 13.4 billion by 2028, at a CAGR of 16.3% during the forecast period. Increasing vulnerability to hacking and rising deep fakes drive the demand for facial recognition.

Scope of the Report
Years Considered for the Study2017-2028
Base Year2022
Forecast Period2023-2028
Units ConsideredValue (USD) Million/Billion
SegmentsBy offering, organization size, deployment mode, applications, and vertical
Regions coveredNorth America, Europe, Asia Pacific, Middle East and Africa, and Latin America

Presently, deepfakes are being used to circumvent facial recognition systems. This includes manipulating or fabricating video sequences making camera injection feasible. Camera injection attacks are on the rise by cybercriminals to insert modified video footage into facial recognition systems, taking advantage of flaws in these systems. Camera injection attacks have emerged amid increasing reliance on facial recognition security, posing a new threat to facial recognition security. Hence, organizations are increasingly implementing a comprehensive identity verification and fraud prevention approach to defend against camera injection attacks, driving the facial recognition market.

"By offering, the hardware segment accounts for a larger market share."

The forecast indicates that the hardware segment is anticipated to account for a larger market share in the facial recognition market during this period. The hardware enabling facial recognition deployments across the globe has evolved rapidly over the past decade. The facial recognition capability is integrated into cheap commercial devices like surveillance cameras, smartphones, and smart doorbells with specialized image sensor chips, on-device machine learning acceleration, and improved cameras-manufacturing of the hardware, economies of scale, and growing consumer acceptance fuel its broader adoption.

"By solution, the face verification segment to register the highest growth rate during the forecast period."

The forecast indicates that, by solution, the face verification segment is poised to register the highest growth rate in the facial recognition market during the forecast period. These key factors driving adoption include standardized APIs that allow easy integration with existing infrastructure, government regulation expanding its mandatory use for ID checks, companies embedding it in consumer devices like phones and laptops, and increasing end-user familiarity and trust in the technology. Facial verification transformation use cases are still emerging across sectors.

"Asia Pacific to register the highest growth rate during the forecast period."

The Asia Pacific region is expected to register the highest growth rate in the facial recognition market during the forecast period. Facial recognition technology has experienced widespread adoption and rapid growth throughout Asia, driven by technological advancements, governmental initiatives, and a cultural receptiveness to cutting-edge solutions. Nations such as China, Japan, and India have actively embraced facial recognition for various purposes. It is extensively employed in China for public security and daily activities like mobile payments. Japan explores applications in robotics and customer service, while India, with its ambitious digital initiatives, incorporates facial recognition in sectors such as e-governance, healthcare, and financial services. Despite the technology's positive impact on industries such as security and convenience, concerns related to privacy, data protection, and ethical use have emerged, emphasizing the importance of responsible regulation and oversight in the deployment of facial recognition across the diverse landscape of the Asia Pacific.

Breakdown of primaries

The study contains insights from various industry experts, from solution vendors to Tier 1 companies. The breakdown of the primaries is as follows:

  • By Company Type: Tier 1 - 35%, Tier 2 - 45%, and Tier 3 - 20%
  • By Designation: C-level - 40%, Managers and Others - 60%
  • By Region: Asia Pacific - 45%, Europe - 35%, North America - 20%.

The major players in the facial recognition market are NEC (Japan), Microsoft (US), Thales (France), AWS (US), IDEMIA (France), Aware (US), Daon (Ireland), Megvii (China), Facephi (Spain), Herta Security (Spain), OneSpan (US), Q3 Technologies (US), Neurotechnology (Lithuania), Cognitec Systems (Germany), Ayonix (Japan), NVISO.ai (Switzerland), FaceFirst (US), Clarifai (US), Iproov (UK), Oosto (Israel), Pangiam (US), Clearview AI (US), Corsight AI (Israel), Facia (UK) Veridium (US), and Visage Technology (Sweden). The study includes an in-depth competitive analysis of these key players in the facial recognition market, with their company profiles, recent developments, and key market strategies.

Research Coverage

The market study covers the facial recognition market size across segments. It aims to estimate this market's size and growth potential across different segments by offering organization size, deployment mode, applications, verticals, and regions. The study also includes an in-depth competitive analysis of the key market players, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Reasons to buy this report

The report will help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall facial recognition market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • The widespread adoption of facial recognition is driven by its effectiveness in enhancing security and authentication, with applications in law enforcement, access control, and consumer electronics. However, a significant challenge lies in the growing concerns about privacy and ethical implications. Facial recognition raises questions about surveillance, data protection, and potential misuse. Addressing privacy issues is crucial for the responsible development and deployment of facial recognition systems.
  • Product Development/Innovation: Detailed insights on coming technologies, R&D activities, and product & solution launches in the facial recognition market
  • Market Development: Comprehensive information about lucrative markets - the report analyses the facial recognition market across varied regions.
  • Market Diversification: Exhaustive information about new products & solutions being developed, untapped geographies, recent developments, and investments in the facial recognition market
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like NEC (Japan), Microsoft (US), Thales (France), AWS (US), IDEMIA (France), Aware (US), Daon (Ireland), Megvii (China), Facephi (Spain), Herta Security (Spain), OneSpan (US), Q3 Technologies (US), Neurotechnology (Lithuania), Cognitec Systems (Germany), Ayonix (Japan), NVISO.ai (Switzerland), FaceFirst (US), Clarifai (US), Iproov (UK), Oosto (Israel), Pangiam (US), Clearview AI (US), Corsight AI (Israel), Facia (UK) Veridium (US), and Visage Technology (Sweden).

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 REGIONS COVERED
  • 1.4 YEARS CONSIDERED
  • 1.5 CURRENCY CONSIDERED
    • TABLE 1 USD EXCHANGE RATES, 2017-2022
  • 1.6 STAKEHOLDERS
  • 1.7 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 1 FACIAL RECOGNITION MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Breakup of primary profiles
      • 2.1.2.2 Key insights from industry experts
  • 2.2 MARKET SIZE ESTIMATION
    • 2.2.1 TOP-DOWN APPROACH
    • FIGURE 2 APPROACH 1 (SUPPLY SIDE): REVENUE FROM HARDWARE, SOFTWARE SOLUTIONS, AND SERVICES OF FACIAL RECOGNITION VENDORS
    • FIGURE 3 APPROACH 1 (SUPPLY SIDE) ANALYSIS
    • 2.2.2 BOTTOM-UP APPROACH
    • FIGURE 4 APPROACH 2: BOTTOM-UP (DEMAND SIDE)
  • 2.3 DATA TRIANGULATION
    • FIGURE 5 FACIAL RECOGNITION MARKET: DATA TRIANGULATION
    • FIGURE 6 FACIAL RECOGNITION MARKET ESTIMATION: RESEARCH FLOW
  • 2.4 MARKET FORECAST
    • TABLE 2 FACTOR ANALYSIS
  • 2.5 COMPANY EVALUATION MATRIX METHODOLOGY
    • 2.5.1 FOR LARGE PLAYERS
    • FIGURE 7 COMPANY EVALUATION MATRIX (KEY PLAYERS): CRITERIA WEIGHTAGE
    • 2.5.2 FOR START-UPS
    • FIGURE 8 COMPANY EVALUATION MATRIX (START-UPS/SMES): CRITERIA WEIGHTAGE
  • 2.6 RESEARCH ASSUMPTIONS
  • 2.7 LIMITATIONS

3 EXECUTIVE SUMMARY

    • FIGURE 9 GLOBAL FACIAL RECOGNITION MARKET TO WITNESS SIGNIFICANT GROWTH DURING FORECAST PERIOD
    • FIGURE 10 FACIAL RECOGNITION MARKET: SEGMENTS SNAPSHOT
    • FIGURE 11 FACIAL RECOGNITION MARKET: REGIONAL SNAPSHOT

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN FACIAL RECOGNITION MARKET
    • FIGURE 12 ADVANCEMENTS IN AI AND ML TECHNOLOGIES AND INCREASING APPLICATIONS OF FACIAL RECOGNITION TO BOOST MARKET GROWTH
  • 4.2 FACIAL RECOGNITION MARKET, BY OFFERING
    • FIGURE 13 SOFTWARE SOLUTIONS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • 4.3 FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION
    • FIGURE 14 FACE IDENTIFICATION SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • 4.4 FACIAL RECOGNITION MARKET, BY SERVICE
    • FIGURE 15 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD
  • 4.5 FACIAL RECOGNITION MARKET, BY APPLICATION
    • FIGURE 16 SECURITY & ACCESS CONTROL APPLICATION SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • 4.6 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE
    • FIGURE 17 ON-PREMISES DEPLOYMENT MODE TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD
  • 4.7 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE
    • FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD
  • 4.8 FACIAL RECOGNITION MARKET, BY VERTICAL
    • FIGURE 19 GOVERNMENT VERTICAL TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • 4.9 MARKET INVESTMENT SCENARIO
    • FIGURE 20 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 21 FACIAL RECOGNITION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
      • 5.2.1.1 Growth in security concerns and rise in need for robust surveillance systems
      • 5.2.1.2 Advancements in facial recognition algorithms, ML, and AI
      • 5.2.1.3 Rise in contactless technologies post-COVID-19
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Privacy concerns
      • 5.2.2.2 Rise in false positives and negatives
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Emerging use cases/applications in various sectors
      • 5.2.3.2 Integration of facial recognition in mobile devices for authentication and security
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Lack of global standards
      • 5.2.4.2 Vulnerability to hacking and rising deep fakes
  • 5.3 FACIAL RECOGNITION TECHNOLOGY EVOLUTION
    • FIGURE 22 FACIAL RECOGNITION MARKET: EVOLUTION
    • 5.3.1 FACIAL RECOGNITION PIONEERS
    • 5.3.2 AUTOMATIC FACIAL RECOGNITION
    • 5.3.3 STANDARDIZATION AND ADVANCEMENT
    • 5.3.4 RAPID DEVELOPMENT AND EXPANSION
    • 5.3.5 PRESENT AND FUTURE
  • 5.4 FACIAL RECOGNITION TOOLS, FRAMEWORKS, AND TECHNIQUES
  • 5.5 CASE STUDY ANALYSIS
    • 5.5.1 STAR ALLIANCE SMOOTHENED TRAVEL EXPERIENCE WITH NEC I: DELIGHT PLATFORM
    • 5.5.2 AELLA CREDIT LEVERAGED AMAZON'S FACIAL RECOGNITION SOLUTION FOR FASTER LOAN APPROVALS
    • 5.5.3 NERO USED COGNITEC'S FACE RECOGNITION TECHNOLOGY TO SORT PHOTOS
  • 5.6 VALUE CHAIN ANALYSIS
    • FIGURE 23 FACIAL RECOGNITION MARKET: VALUE CHAIN ANALYSIS
    • 5.6.1 COMPONENT PROVIDERS
    • 5.6.2 SOFTWARE PROVIDERS
    • 5.6.3 SERVICE PROVIDERS
    • 5.6.4 SYSTEM INTEGRATORS
    • 5.6.5 DISTRIBUTION
    • 5.6.6 END USERS
  • 5.7 ECOSYSTEM ANALYSIS
    • FIGURE 24 FACIAL RECOGNITION MARKET: ECOSYSTEM
    • TABLE 3 FACIAL RECOGNITION MARKET: ECOSYSTEM
  • 5.8 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 4 FACIAL RECOGNITION MARKET: PORTER'S FIVE FORCES' IMPACT
    • FIGURE 25 FACIAL RECOGNITION MARKET: PORTER'S FIVE FORCES ANALYSIS
    • 5.8.1 THREAT OF NEW ENTRANTS
    • 5.8.2 BARGAINING POWER OF SUPPLIERS
    • 5.8.3 BARGAINING POWER OF BUYERS
    • 5.8.4 THREAT OF SUBSTITUTES
    • 5.8.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.9 PRICING ANALYSIS
    • 5.9.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE SOLUTION
    • FIGURE 26 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOFTWARE SOLUTIONS
    • TABLE 5 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOFTWARE SOLUTIONS
    • 5.9.2 INDICATIVE PRICING ANALYSIS
      • 5.9.2.1 Indicative pricing analysis of facial recognition solutions
    • TABLE 6 INDICATIVE PRICING LEVELS OF FACIAL RECOGNITION SOLUTIONS
  • 5.10 TECHNOLOGY ANALYSIS
    • 5.10.1 KEY TECHNOLOGIES
      • 5.10.1.1 Facial detection and extraction
      • 5.10.1.2 Facial feature representation
      • 5.10.1.3 Deep learning and neural networks
      • 5.10.1.4 Facial matching algorithms
      • 5.10.1.5 3D facial recognition
    • 5.10.2 COMPLEMENTARY TECHNOLOGIES
      • 5.10.2.1 Liveness detection
      • 5.10.2.2 Facial database management
      • 5.10.2.3 Privacy protection mechanisms
    • 5.10.3 ADJACENT TECHNOLOGIES
      • 5.10.3.1 Biometric integration
      • 5.10.3.2 IoT and edge computing
      • 5.10.3.3 Artificial intelligence
      • 5.10.3.4 Machine learning
  • 5.11 TRADE ANALYSIS
    • TABLE 7 IMPORT DATA, BY COUNTRY, 2017-2022 (USD BILLION)
    • FIGURE 27 IMPORT DATA, BY KEY COUNTRY, 2017-2022 (USD BILLION)
    • TABLE 8 EXPORT DATA, BY COUNTRY, 2017-2022 (USD BILLION)
    • FIGURE 28 EXPORT DATA, BY KEY COUNTRY, 2017-2022 (USD BILLION)
  • 5.12 PATENT ANALYSIS
    • 5.12.1 METHODOLOGY
    • FIGURE 29 LIST OF MAJOR PATENTS FOR FACIAL RECOGNITION
    • TABLE 9 FACIAL RECOGNITION MARKET: LIST OF MAJOR PATENTS
  • 5.13 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
    • FIGURE 30 FACIAL RECOGNITION MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
  • 5.14 TECHNOLOGY ROADMAP
    • 5.14.1 FACIAL RECOGNITION TECHNOLOGY ROADMAP TILL 2030
      • 5.14.1.1 Short-term roadmap (2023-2025)
      • 5.14.1.2 Mid-term roadmap (2026-2028)
      • 5.14.1.3 Long-term roadmap (2029-2030)
  • 5.15 BEST PRACTICES IN FACIAL RECOGNITION MARKET
    • 5.15.1 TRAINING MODEL ENSURING DATASET QUALITY
    • 5.15.2 ENSURING HIGH-QUALITY DATA ANNOTATION
    • 5.15.3 CONSIDERING ETHICAL FACTORS
  • 5.16 CURRENT AND EMERGING BUSINESS MODELS
  • 5.17 TARIFF AND REGULATORY LANDSCAPE
    • 5.17.1 TARIFF RELATED TO FACIAL RECOGNITION PRODUCTS
    • TABLE 10 TARIFFS RELATED TO FACIAL RECOGNITION PRODUCTS, 2022
    • 5.17.2 REGULATORY LANDSCAPE
      • 5.17.2.1 Regulatory bodies, government agencies, and other organizations
    • TABLE 11 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 12 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 13 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • TABLE 14 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • 5.17.2.1.1 North America
          • 5.17.2.1.1.1 US
        • 5.17.2.1.2 Europe
        • 5.17.2.1.3 Asia Pacific
          • 5.17.2.1.3.1 India
          • 5.17.2.1.3.2 China
        • 5.17.2.1.4 Middle East & Africa
          • 5.17.2.1.4.1 UAE
        • 5.17.2.1.5 Latin America
          • 5.17.2.1.5.1 Brazil
          • 5.17.2.1.5.2 Mexico
  • 5.18 KEY STAKEHOLDERS & BUYING CRITERIA
    • 5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
    • TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
    • 5.18.2 BUYING CRITERIA
    • FIGURE 32 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    • TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • 5.19 KEY CONFERENCES & EVENTS
    • TABLE 17 FACIAL RECOGNITION MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024-2025
  • 5.20 INVESTMENT LANDSCAPE
    • FIGURE 33 LEADING GLOBAL FACIAL RECOGNITION INVESTMENT ROUNDS AND FUNDING RAISED BY COMPANIES, 2017-2022

6 FACIAL RECOGNITION MARKET, BY TYPE

  • 6.1 INTRODUCTION
  • 6.2 2D FACIAL RECOGNITION
  • 6.3 3D FACIAL RECOGNITION
  • 6.4 FACIAL THERMOGRAPHY
  • 6.5 SKIN TEXTURE ANALYSIS
  • 6.6 FACIAL EXPRESSION RECOGNITION
  • 6.7 FACIAL ATTRIBUTE RECOGNITION

7 FACIAL RECOGNITION MARKET, BY OFFERING

  • 7.1 INTRODUCTION
    • FIGURE 34 SOFTWARE SOLUTIONS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • 7.1.1 OFFERINGS: FACIAL RECOGNITION MARKET DRIVERS
    • TABLE 18 FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 19 FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
  • 7.2 HARDWARE
    • 7.2.1 INCREASED DEMAND FOR REAL-TIME PROCESSING AND REDUCED DEPENDENCE ON EXTERNAL NETWORKS TO FUEL DEMAND FOR FACIAL RECOGNITION HARDWARE
    • TABLE 20 HARDWARE: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 21 HARDWARE: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 7.3 SOFTWARE SOLUTIONS
    • 7.3.1 TECHNOLOGICAL ADVANCEMENTS, INCREASED COMPUTING POWER, AND GROWING NEED FOR SEAMLESS IDENTITY VERIFICATION TO DRIVE MARKET
    • FIGURE 35 FACE VERIFICATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 22 FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 23 FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 24 SOFTWARE SOLUTIONS: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 25 SOFTWARE SOLUTIONS: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.3.2 FACE IDENTIFICATION
    • TABLE 26 FACE IDENTIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 27 FACE IDENTIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.3.3 FACE VERIFICATION
    • TABLE 28 FACE VERIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 29 FACE VERIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.3.4 FACIAL ANALYTICS
    • TABLE 30 FACIAL ANALYTICS: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 31 FACIAL ANALYTICS: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.3.5 FACE LIVENESS DETECTION
    • TABLE 32 FACE LIVENESS DETECTION: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 33 FACE LIVENESS DETECTION: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 7.4 SERVICES
    • 7.4.1 FACIAL RECOGNITION SERVICES TO ENSURE ACCURACY AND EFFICIENCY IN IDENTIFYING INDIVIDUALS BASED ON FACIAL FEATURES
    • FIGURE 36 PROFESSIONAL SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 34 FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 35 FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 36 SERVICES: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 37 SERVICES: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 7.4.2 PROFESSIONAL SERVICES
      • 7.4.2.1 Consulting services
      • 7.4.2.2 Design & implementation services
      • 7.4.2.3 Deployment & support services
    • 7.4.3 MANAGED SERVICES

8 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE

  • 8.1 INTRODUCTION
    • FIGURE 37 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • 8.1.1 DEPLOYMENT MODES: FACIAL RECOGNITION MARKET DRIVERS
    • TABLE 38 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 39 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
  • 8.2 ON-PREMISES
    • 8.2.1 ON-PREMISE DEPLOYMENT TO ENSURE GREATER CONTROL OVER INFRASTRUCTURE AND MAINTENANCE OF SENSITIVE DATA
    • TABLE 40 ON-PREMISES: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 41 ON-PREMISES: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 8.3 CLOUD
    • 8.3.1 CLOUD-BASED FACIAL RECOGNITION SOLUTIONS TO OFFER SCALABILITY, FLEXIBILITY, COST-EFFECTIVENESS, AND ACCESSIBILITY
    • TABLE 42 CLOUD: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 43 CLOUD: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)

9 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE

  • 9.1 INTRODUCTION
    • FIGURE 38 LARGE ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • 9.1.1 ORGANIZATION SIZES: FACIAL RECOGNITION MARKET DRIVERS
    • TABLE 44 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 45 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
  • 9.2 LARGE ENTERPRISES
    • 9.2.1 FACIAL RECOGNITION TO IMPROVE SECURITY AND EFFICIENCY, STREAMLINE WORKFLOWS, AND ENHANCE SECURITY PROTOCOLS IN LARGE ENTERPRISES
    • TABLE 46 LARGE ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 47 LARGE ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 9.3 SMALL AND MEDIUM-SIZED ENTERPRISES
    • 9.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES TO IMPLEMENT AFFORDABLE FACIAL RECOGNITION SOLUTIONS FOR ACCESS CONTROL, CUSTOMER IDENTIFICATION, AND EMPLOYEE ATTENDANCE TRACKING
    • TABLE 48 SMALL AND MEDIUM-SIZED ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 49 SMALL AND MEDIUM-SIZED ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)

10 FACIAL RECOGNITION MARKET, BY APPLICATION

  • 10.1 INTRODUCTION
    • FIGURE 39 FINANCE & PAYMENTS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • 10.1.1 APPLICATIONS: FACIAL RECOGNITION MARKET DRIVERS
    • TABLE 50 FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 51 FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
  • 10.2 SECURITY & ACCESS CONTROL
    • 10.2.1 FACIAL RECOGNITION TECHNOLOGY TO HELP MONITOR PEOPLE, IDENTIFY INDIVIDUALS IN CROWDED AREAS, AND LOCATE SUSPECTS QUICKLY
    • 10.2.2 BIOMETRIC AUTHENTICATION
    • 10.2.3 PERIMETER SECURITY
    • 10.2.4 LAW ENFORCEMENT INVESTIGATIONS
    • 10.2.5 ACCESS CONTROL
    • 10.2.6 ATTENDANCE TRACKING & MONITORING
    • TABLE 52 SECURITY & ACCESS CONTROL: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 53 SECURITY & ACCESS CONTROL: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.3 FINANCE & PAYMENTS
    • 10.3.1 FACIAL RECOGNITION TO OFFER SAFE TRANSACTIONS, QUICK AND EASY IDENTIFICATION VERIFICATION, AND IMPROVED SECURITY AGAINST IDENTITY THEFT
    • 10.3.2 DIGITAL TRANSACTION SECURITY
    • 10.3.3 FRAUD PREVENTION & IDENTITY VERIFICATION
    • 10.3.4 MOBILE & CONTACTLESS TRANSACTION SECURITY
    • TABLE 54 FINANCE & PAYMENTS: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 55 FINANCE & PAYMENTS: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 10.4 RETAIL & MARKETING
    • 10.4.1 RETAIL & MARKETING INDUSTRIES TO HARNESS FACIAL RECOGNITION INSIGHTS TO IMPROVE BUYING EXPERIENCE
    • 10.4.2 TAILORED SHOPPING, CUSTOMER-CENTRIC ADS, AND PROMOTION
    • 10.4.3 LOYALTY PROGRAMS & REWARDS
    • 10.4.4 SENTIMENT ANALYSIS
    • 10.4.5 THEFT DETECTION & PREVENTION
    • TABLE 56 RETAIL & MARKETING: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 57 RETAIL & MARKETING: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)

11 FACIAL RECOGNITION MARKET, BY VERTICAL

  • 11.1 INTRODUCTION
    • FIGURE 40 TRANSPORTATION & UTILITIES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • 11.1.1 VERTICALS: FACIAL RECOGNITION MARKET DRIVERS
    • TABLE 58 FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 59 FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  • 11.2 BFSI
    • 11.2.1 FACIAL RECOGNITION IN BFSI SECTOR TO IMPROVE CUSTOMER SATISFACTION, EXPEDITE PROCEDURES, AND STRENGTHEN SECURITY MEASURES
    • TABLE 60 BFSI: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 61 BFSI: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.3 GOVERNMENT
    • 11.3.1 FACIAL RECOGNITION TO AID IN CRIMINAL IDENTIFICATION AND INVESTIGATION, EXPEDITE ADMINISTRATIVE PROCEDURES, AND ENHANCE SECURITY ON BORDERS
    • TABLE 62 GOVERNMENT: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 63 GOVERNMENT: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.4 HEALTHCARE
    • 11.4.1 FACIAL RECOGNITION TO REDUCE ERRORS, ACCESS CONTROL, AND EXPEDITE MEDICAL PROCEDURES
    • TABLE 64 HEALTHCARE: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 65 HEALTHCARE: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.5 RETAIL & ECOMMERCE
    • 11.5.1 RETAILERS TO UTILIZE FACIAL RECOGNITION FOR PERSONALIZED SHOPPING EXPERIENCES, ANALYZE CUSTOMER DEMOGRAPHICS AND PREFERENCES, AND TAILOR ADS AND PROMOTIONS
    • TABLE 66 RETAIL & ECOMMERCE: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 67 RETAIL & ECOMMERCE: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.6 MANUFACTURING
    • 11.6.1 FACIAL RECOGNITION TECHNOLOGY TO PROVIDE SECURITY, PRODUCTIVITY, ACCESS CONTROL, AND EASE OF USE IN MANUFACTURING SECTOR
    • TABLE 68 MANUFACTURING: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 69 MANUFACTURING: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.7 EDUCATION
    • 11.7.1 FACIAL RECOGNITION TECHNOLOGY TO AUTOMATE ATTENDANCE RECORDING, CONTROL ACCESS, VERIFY IDENTITIES DURING EXAMS, AND ENHANCE CAMPUS SAFETY
    • TABLE 70 EDUCATION: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 71 EDUCATION: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.8 MEDIA & ENTERTAINMENT
    • 11.8.1 FACIAL RECOGNITION TECHNOLOGY TO PERSONALIZE CONTENT RECOMMENDATIONS, ENHANCE VIEWER EXPERIENCE, AND PROVIDE INSIGHTS INTO AUDIENCE ENGAGEMENT AND PREFERENCES
    • TABLE 72 MEDIA & ENTERTAINMENT: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 73 MEDIA & ENTERTAINMENT: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.9 TRANSPORTATION & UTILITIES
    • 11.9.1 FACIAL RECOGNITION TO HELP IN BOARDING PROCESSES AND PASSENGER VERIFICATION IN AIRPORTS
    • TABLE 74 TRANSPORTATION & UTILITIES: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 75 TRANSPORTATION & UTILITIES: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 11.10 OTHER VERTICALS

12 FACIAL RECOGNITION MARKET, BY REGION

  • 12.1 INTRODUCTION
    • FIGURE 41 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 76 FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 77 FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • 12.2 NORTH AMERICA
    • 12.2.1 NORTH AMERICA: RECESSION IMPACT
    • 12.2.2 NORTH AMERICA: FACIAL RECOGNITION MARKET DRIVERS
    • 12.2.3 NORTH AMERICA: REGULATORY LANDSCAPE
    • FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
    • TABLE 78 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 79 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 80 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 81 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 82 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 83 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 84 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 85 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 86 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 87 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 88 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 89 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 90 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 91 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 92 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 93 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 12.2.4 US
      • 12.2.4.1 Need for adopting advanced technologies and adhering to regulatory compliance to propel market
    • TABLE 94 US: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 95 US: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 96 US: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 97 US: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 98 US: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 99 US: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 100 US: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 101 US: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 102 US: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 103 US: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 104 US: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 105 US: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 106 US: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 107 US: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.2.5 CANADA
      • 12.2.5.1 Utilization of FRT and emerging trends & concerns regarding facial recognition technology to drive market
    • TABLE 108 CANADA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 109 CANADA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 110 CANADA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 111 CANADA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 112 CANADA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 113 CANADA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 114 CANADA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 115 CANADA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 116 CANADA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 117 CANADA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 118 CANADA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 119 CANADA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 120 CANADA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 121 CANADA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  • 12.3 EUROPE
    • 12.3.1 EUROPE: RECESSION IMPACT
    • 12.3.2 EUROPE: FACIAL RECOGNITION MARKET DRIVERS
    • 12.3.3 EUROPE: REGULATORY LANDSCAPE
    • TABLE 122 EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 123 EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 124 EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 125 EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 126 EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 127 EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 128 EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 129 EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 130 EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 131 EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 132 EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 133 EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 134 EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 135 EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 136 EUROPE: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 137 EUROPE: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 12.3.4 UK
      • 12.3.4.1 Focus of law enforcement sector on adopting facial recognition solutions to fuel its demand
    • TABLE 138 UK: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 139 UK: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 140 UK: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 141 UK: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 142 UK: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 143 UK: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 144 UK: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 145 UK: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 146 UK: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 147 UK: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 148 UK: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 149 UK: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 150 UK: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 151 UK: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.3.5 GERMANY
      • 12.3.5.1 Need to comply with regulations and address evolving threats to boost demand for facial recognition solutions
    • TABLE 152 GERMANY: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 153 GERMANY: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 154 GERMANY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 155 GERMANY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 156 GERMANY: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 157 GERMANY: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 158 GERMANY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 159 GERMANY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 160 GERMANY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 161 GERMANY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 162 GERMANY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 163 GERMANY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 164 GERMANY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 165 GERMANY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.3.6 FRANCE
      • 12.3.6.1 AI innovation and rising terrorist threats to fuel demand for facial recognition solutions
    • TABLE 166 FRANCE: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 167 FRANCE: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 168 FRANCE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 169 FRANCE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 170 FRANCE: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 171 FRANCE: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 172 FRANCE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 173 FRANCE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 174 FRANCE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 175 FRANCE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 176 FRANCE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 177 FRANCE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 178 FRANCE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 179 FRANCE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.3.7 ITALY
      • 12.3.7.1 Rising public safety interests, organized crime, and terrorism to accelerate demand for facial recognition solutions
    • TABLE 180 ITALY: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 181 ITALY: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 182 ITALY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 183 ITALY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 184 ITALY: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 185 ITALY: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 186 ITALY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 187 ITALY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 188 ITALY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 189 ITALY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 190 ITALY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 191 ITALY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 192 ITALY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 193 ITALY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.3.8 REST OF EUROPE
    • TABLE 194 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 195 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 196 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 197 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 198 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 199 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 200 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 201 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 202 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 203 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 204 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 205 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 206 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 207 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  • 12.4 ASIA PACIFIC
    • 12.4.1 ASIA PACIFIC: RECESSION IMPACT
    • 12.4.2 ASIA PACIFIC: FACIAL RECOGNITION MARKET DRIVERS
    • 12.4.3 ASIA PACIFIC: REGULATORY LANDSCAPE
    • FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT
    • TABLE 208 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 209 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 210 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 211 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 212 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 213 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 214 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 215 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 216 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 217 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 218 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 219 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 220 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 221 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 222 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 223 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 12.4.4 CHINA
      • 12.4.4.1 Rapid adoption of facial recognition by payment giants Alipay and WeChat to popularize selfie-based financial transactions
    • TABLE 224 CHINA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 225 CHINA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 226 CHINA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 227 CHINA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 228 CHINA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 229 CHINA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 230 CHINA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 231 CHINA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 232 CHINA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 233 CHINA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 234 CHINA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 235 CHINA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 236 CHINA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 237 CHINA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.4.5 JAPAN
      • 12.4.5.1 Law enforcement sector to utilize facial recognition technology for its efficiency and reliability in locating criminal suspects
    • TABLE 238 JAPAN: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 239 JAPAN: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 240 JAPAN: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 241 JAPAN: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 242 JAPAN: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 243 JAPAN: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 244 JAPAN: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 245 JAPAN: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 246 JAPAN: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 247 JAPAN: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 248 JAPAN: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 249 JAPAN: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 250 JAPAN: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 251 JAPAN: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.4.6 INDIA
      • 12.4.6.1 Government initiatives for implementing best facial recognition to drive market
    • TABLE 252 INDIA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 253 INDIA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 254 INDIA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 255 INDIA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 256 INDIA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 257 INDIA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 258 INDIA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 259 INDIA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 260 INDIA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 261 INDIA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 262 INDIA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 263 INDIA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 264 INDIA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 265 INDIA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.4.7 AUSTRALIA AND NEW ZEALAND
      • 12.4.7.1 Need to maintain security priorities with data privacy to spur growth of facial recognition technologies
    • TABLE 266 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 267 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 268 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 269 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 270 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 271 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 272 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 273 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 274 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 275 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 276 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 277 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 278 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 279 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.4.8 REST OF ASIA PACIFIC
    • TABLE 280 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 281 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 282 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 283 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 284 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 285 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 286 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 287 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 288 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 289 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 290 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 291 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 292 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 293 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  • 12.5 MIDDLE EAST & AFRICA
    • 12.5.1 MIDDLE EAST & AFRICA: RECESSION IMPACT
    • 12.5.2 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET DRIVERS
    • 12.5.3 MIDDLE EAST & AFRICA: REGULATORY LANDSCAPE
    • TABLE 294 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 295 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 296 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 297 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 298 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 299 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 300 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 301 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 302 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 303 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 304 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 305 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 306 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 307 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 308 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY REGION, 2017-2022 (USD MILLION)
    • TABLE 309 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • 12.5.4 MIDDLE EAST
      • 12.5.4.1 Heightened security measures and ambitious smart city initiatives to spur demand for facial recognition solutions
    • TABLE 310 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 311 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 312 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 313 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 314 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 315 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 316 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 317 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 318 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 319 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 320 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 321 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 322 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 323 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 324 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 325 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • 12.5.4.2 GCC Countries
    • TABLE 326 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 327 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 328 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 329 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 330 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 331 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 332 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 333 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 334 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 335 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 336 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 337 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 338 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 339 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • 12.5.4.2.1 KSA
        • 12.5.4.2.2 UAE
      • 12.5.4.3 Rest of Middle East
    • TABLE 340 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 341 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 342 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 343 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 344 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 345 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 346 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 347 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 348 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 349 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 350 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 351 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 352 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 353 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.5.5 AFRICA
      • 12.5.5.1 Technological innovation and need for enhanced safety measures to accelerate demand for facial recognition solutions
    • TABLE 354 AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 355 AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 356 AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 357 AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 358 AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 359 AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 360 AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 361 AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 362 AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 363 AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 364 AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 365 AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 366 AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 367 AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
  • 12.6 LATIN AMERICA
    • 12.6.1 LATIN AMERICA: RECESSION IMPACT
    • 12.6.2 LATIN AMERICA: FACIAL RECOGNITION MARKET DRIVERS
    • 12.6.3 LATIN AMERICA: REGULATORY LANDSCAPE
    • TABLE 368 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 369 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 370 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 371 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 372 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 373 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 374 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 375 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 376 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 377 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 378 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 379 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 380 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 381 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • TABLE 382 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017-2022 (USD MILLION)
    • TABLE 383 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
    • 12.6.4 BRAZIL
      • 12.6.4.1 Rising concerns about privacy and potential for misuse of technology to accelerate market growth
    • TABLE 384 BRAZIL: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 385 BRAZIL: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 386 BRAZIL: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 387 BRAZIL: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 388 BRAZIL: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 389 BRAZIL: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 390 BRAZIL: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 391 BRAZIL: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 392 BRAZIL: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 393 BRAZIL: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 394 BRAZIL: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 395 BRAZIL: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 396 BRAZIL: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 397 BRAZIL: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.6.5 MEXICO
      • 12.6.5.1 Rising adoption of facial recognition in law enforcement and government agencies lacking stringent privacy laws to drive market
    • TABLE 398 MEXICO: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 399 MEXICO: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 400 MEXICO: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 401 MEXICO: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 402 MEXICO: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 403 MEXICO: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 404 MEXICO: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 405 MEXICO: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 406 MEXICO: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 407 MEXICO: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 408 MEXICO: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 409 MEXICO: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 410 MEXICO: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 411 MEXICO: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • 12.6.6 REST OF LATIN AMERICA
    • TABLE 412 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017-2022 (USD MILLION)
    • TABLE 413 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • TABLE 414 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017-2022 (USD MILLION)
    • TABLE 415 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023-2028 (USD MILLION)
    • TABLE 416 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017-2022 (USD MILLION)
    • TABLE 417 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
    • TABLE 418 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
    • TABLE 419 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
    • TABLE 420 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017-2022 (USD MILLION)
    • TABLE 421 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023-2028 (USD MILLION)
    • TABLE 422 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017-2022 (USD MILLION)
    • TABLE 423 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • TABLE 424 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
    • TABLE 425 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)

13 COMPETITIVE LANDSCAPE

  • 13.1 OVERVIEW
  • 13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
    • TABLE 426 OVERVIEW OF STRATEGIES ADOPTED BY KEY FACIAL RECOGNITION VENDORS
  • 13.3 HISTORICAL REVENUE ANALYSIS
    • FIGURE 44 HISTORICAL REVENUE ANALYSIS OF KEY FACIAL RECOGNITION VENDORS, 2018-2022 (USD MILLION)
  • 13.4 VALUATION AND FINANCIAL METRICS OF KEY FACIAL RECOGNITION VENDORS
    • FIGURE 45 VALUATION AND FINANCIAL METRICS OF KEY FACIAL RECOGNITION VENDORS
  • 13.5 MARKET SHARE ANALYSIS
    • FIGURE 46 FACIAL RECOGNITION MARKET SHARE, 2022
    • TABLE 427 FACIAL RECOGNITION MARKET: DEGREE OF COMPETITION
  • 13.6 PRODUCT/BRAND COMPARISON
    • FIGURE 47 BRAND COMPARISON/VENDOR PRODUCT LANDSCAPE
  • 13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS
    • 13.7.1 STARS
    • 13.7.2 EMERGING LEADERS
    • 13.7.3 PERVASIVE PLAYERS
    • 13.7.4 PARTICIPANTS
    • FIGURE 48 FACIAL RECOGNITION MARKET: COMPANY EVALUATION MATRIX FOR KEY PLAYERS, 2023
    • 13.7.5 COMPANY FOOTPRINT: KEY PLAYERS
      • 13.7.5.1 Company footprint
    • FIGURE 49 FACIAL RECOGNITION MARKET: OVERALL COMPANY FOOTPRINT
      • 13.7.5.2 Product footprint
    • TABLE 428 FACIAL RECOGNITION MARKET: PRODUCT FOOTPRINT
      • 13.7.5.3 Application footprint
    • TABLE 429 FACIAL RECOGNITION MARKET: APPLICATION FOOTPRINT
      • 13.7.5.4 Vertical footprint
    • TABLE 430 FACIAL RECOGNITION MARKET: VERTICAL FOOTPRINT
      • 13.7.5.5 Regional footprint
    • TABLE 431 FACIAL RECOGNITION MARKET: REGIONAL FOOTPRINT
  • 13.8 COMPANY EVALUATION MATRIX: START-UP/SMES
    • 13.8.1 PROGRESSIVE COMPANIES
    • 13.8.2 RESPONSIVE COMPANIES
    • 13.8.3 DYNAMIC COMPANIES
    • 13.8.4 STARTING BLOCKS
    • FIGURE 50 FACIAL RECOGNITION MARKET: COMPANY EVALUATION MATRIX FOR START-UPS/SMES, 2023
    • 13.8.5 COMPETITIVE BENCHMARKING: START-UPS/SMES
      • 13.8.5.1 Detailed list of key start-ups/SMEs
    • TABLE 432 FACIAL RECOGNITION MARKET: KEY START-UPS/SMES
      • 13.8.5.2 Competitive benchmarking of key start-ups/SMEs
    • TABLE 433 FACIAL RECOGNITION MARKET: START-UPS/SMES VERTICAL FOOTPRINT
    • TABLE 434 FACIAL RECOGNITION MARKET: START-UPS/SMES REGIONAL FOOTPRINT
  • 13.9 COMPETITIVE SCENARIO AND TRENDS
    • 13.9.1 PRODUCT LAUNCHES
    • TABLE 435 FACIAL RECOGNITION MARKET: PRODUCT LAUNCHES, JANUARY 2021-FEBRUARY 2024
    • 13.9.2 DEALS
    • TABLE 436 FACIAL RECOGNITION MARKET: DEALS, JANUARY 2021-FEBRUARY 2024

14 COMPANY PROFILES

  • 14.1 KEY PLAYERS
  • (Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))**
    • 14.1.1 NEC
    • TABLE 437 NEC: COMPANY OVERVIEW
    • FIGURE 51 NEC: COMPANY SNAPSHOT
    • TABLE 438 NEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 439 NEC: PRODUCT LAUNCHES
    • TABLE 440 NEC: DEALS
    • 14.1.2 MICROSOFT
    • TABLE 441 MICROSOFT: COMPANY OVERVIEW
    • FIGURE 52 MICROSOFT: COMPANY SNAPSHOT
    • TABLE 442 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 443 MICROSOFT: PRODUCT LAUNCHES
    • TABLE 444 MICROSOFT: DEALS
    • 14.1.3 THALES
    • TABLE 445 THALES: COMPANY OVERVIEW
    • FIGURE 53 THALES: COMPANY SNAPSHOT
    • TABLE 446 THALES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 447 THALES: PRODUCT LAUNCHES
    • TABLE 448 THALES: DEALS
    • 14.1.4 AWS
    • TABLE 449 AWS: COMPANY OVERVIEW
    • FIGURE 54 AWS: COMPANY SNAPSHOT
    • TABLE 450 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 451 AWS: PRODUCT LAUNCHES
    • TABLE 452 AWS: DEALS
    • 14.1.5 IDEMIA
    • TABLE 453 IDEMIA: COMPANY OVERVIEW
    • TABLE 454 IDEMIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 455 IDEMIA: PRODUCT LAUNCHES
    • TABLE 456 IDEMIA: DEALS
    • 14.1.6 AWARE
    • TABLE 457 AWARE: COMPANY OVERVIEW
    • FIGURE 55 AWARE: COMPANY SNAPSHOT
    • TABLE 458 AWARE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 459 AWARE: PRODUCT LAUNCHES
    • TABLE 460 AWARE: DEALS
    • 14.1.7 DAON
    • TABLE 461 DAON: COMPANY OVERVIEW
    • TABLE 462 DAON: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 463 DAON: PRODUCT LAUNCHES
    • TABLE 464 DAON: DEALS
    • 14.1.8 MEGVII
    • TABLE 465 MEGVII: COMPANY OVERVIEW
    • TABLE 466 MEGVII: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 467 MEGVII: PRODUCT LAUNCHES
    • 14.1.9 FACEPHI
    • TABLE 468 FACEPHI: COMPANY OVERVIEW
    • FIGURE 56 FACEPHI: COMPANY SNAPSHOT
    • TABLE 469 FACEPHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 470 FACEPHI: PRODUCT LAUNCHES
    • TABLE 471 FACEPHI: DEALS
    • 14.1.10 HERTA SECURITY
    • TABLE 472 HERTA SECURITY: COMPANY OVERVIEW
    • TABLE 473 HERTA SECURITY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 474 HERTA SECURITY: PRODUCT LAUNCHES
    • 14.1.11 ONESPAN
    • TABLE 475 ONESPAN: COMPANY OVERVIEW
    • FIGURE 57 ONESPAN: COMPANY SNAPSHOT
    • TABLE 476 ONESPAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 477 ONESPAN: PRODUCT LAUNCHES
    • TABLE 478 ONESPAN: DEALS
    • 14.1.12 Q3 TECHNOLOGIES
    • TABLE 479 Q3 TECHNOLOGIES: COMPANY OVERVIEW
    • TABLE 480 Q3 TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • 14.1.13 NEUROTECHNOLOGY
    • TABLE 481 NEUROTECHNOLOGY: COMPANY OVERVIEW
    • TABLE 482 NEUROTECHNOLOGY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 483 NEUROTECHNOLOGY: PRODUCT LAUNCHES
    • 14.1.14 COGNITEC SYSTEMS
    • TABLE 484 COGNITEC SYSTEMS: COMPANY OVERVIEW
    • TABLE 485 COGNITEC SYSTEMS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
    • TABLE 486 COGNITEC SYSTEMS: PRODUCT LAUNCHES
    • TABLE 487 COGNITEC SYSTEMS: DEALS
  • 14.2 OTHER PLAYERS
    • 14.2.1 AYONIX
    • 14.2.2 NVISO.AI
    • 14.2.3 FACEFIRST
    • 14.2.4 CLARIFAI
    • 14.2.5 IPROOV
    • 14.2.6 OOSTO
    • 14.2.7 VISAGE TECHNOLOGY
    • 14.2.8 PANGIAM
    • 14.2.9 CLEARVIEW AI
    • 14.2.10 CORSIGHT.AI
    • 14.2.11 FACIA
    • 14.2.12 VERIDIUM
  • *Details on Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.

15 ADJACENT MARKETS

  • 15.1 INTRODUCTION TO ADJACENT MARKETS
    • TABLE 488 ADJACENT MARKETS AND FORECASTS
    • 15.1.1 LIMITATIONS
  • 15.2 EMOTION DETECTION AND RECOGNITION MARKET
    • TABLE 489 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
    • TABLE 490 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • TABLE 491 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016-2021 (USD MILLION)
    • TABLE 492 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022-2027 (USD MILLION)
    • TABLE 493 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016-2021 (USD MILLION)
    • TABLE 494 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022-2027 (USD MILLION)
    • TABLE 495 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016-2021 (USD MILLION)
    • TABLE 496 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022-2027 (USD MILLION)
    • TABLE 497 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
    • TABLE 498 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
    • TABLE 499 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016-2021 (USD MILLION)
    • TABLE 500 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022-2027 (USD MILLION)
  • 15.3 CONTACTLESS BIOMETRICS MARKET
    • TABLE 501 CONTACTLESS BIOMETRICS MARKET, BY OFFERING, 2018-2021 (USD MILLION)
    • TABLE 502 CONTACTLESS BIOMETRICS MARKET, BY OFFERING, 2022-2027 (USD MILLION)
    • TABLE 503 CONTACTLESS BIOMETRICS MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 504 CONTACTLESS BIOMETRICS MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
    • TABLE 505 CONTACTLESS BIOMETRICS MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
    • TABLE 506 CONTACTLESS BIOMETRICS MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
    • TABLE 507 CONTACTLESS BIOMETRICS MARKET, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 508 CONTACTLESS BIOMETRICS MARKET, BY REGION, 2022-2027 (USD MILLION)
  • 15.4 BIOMETRICS-AS-A-SERVICE MARKET
    • TABLE 509 BIOMETRICS-AS-A-SERVICE MARKET, BY OFFERING, 2014-2019 (USD MILLION)
    • TABLE 510 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY OFFERING, 2019-2025 (USD MILLION)
    • TABLE 511 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY OFFERING, 2019-2025 (USD MILLION)
    • TABLE 512 BIOMETRICS-AS-A-SERVICE SOLUTIONS MARKET, BY TYPE, 2014-2019 (USD MILLION)
    • TABLE 513 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE SOLUTIONS MARKET, BY TYPE, 2019-2025 (USD MILLION)
    • TABLE 514 POST-COVID-19: BIOMETRICS-AS-A-SERVICE SOLUTIONS MARKET, BY TYPE, 2019-2025 (USD MILLION)
    • TABLE 515 BIOMETRICS-AS-A-SERVICE MARKET, BY TRAIT, 2014-2019 (USD MILLION)
    • TABLE 516 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY TRAIT, 2019-2025 (USD MILLION)
    • TABLE 517 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY TRAIT, 2019-2025 (USD MILLION)
    • TABLE 518 BIOMETRICS-AS-A-SERVICE MARKET, BY MODALITY TYPE, 2014-2019 (USD MILLION)
    • TABLE 519 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY MODALITY TYPE, 2019-2025 (USD MILLION)
    • TABLE 520 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY MODALITY TYPE, 2019-2025 (USD MILLION)
    • TABLE 521 BIOMETRICS-AS-A-SERVICE MARKET, BY ORGANIZATION SIZE, 2014-2019 (USD MILLION)
    • TABLE 522 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 523 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
    • TABLE 524 BIOMETRICS-AS-A-SERVICE MARKET, BY VERTICAL, 2014-2019 (USD MILLION)
    • TABLE 525 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY VERTICAL, 2019-2025 (USD MILLION)
    • TABLE 526 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY VERTICAL, 2019-2025 (USD MILLION)
    • TABLE 527 BIOMETRICS-AS-A-SERVICE MARKET, BY REGION, 2014-2019 (USD MILLION)
    • TABLE 528 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY REGION, 2019-2025 (USD MILLION)
    • TABLE 529 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY REGION, 2019-2025 (USD MILLION)

16 APPENDIX

  • 16.1 DISCUSSION GUIDE
  • 16.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 16.3 CUSTOMIZATION OPTIONS
  • 16.4 RELATED REPORTS
  • 16.5 AUTHOR DETAILS