1 INTRODUCTION 59
1.1 STUDY OBJECTIVES 59
1.2 MARKET DEFINITION 59
1.2.1 INCLUSIONS AND EXCLUSIONS 60
1.3 STUDY SCOPE 62
1.3.1 MARKET SEGMENTATION 62
1.3.2 REGIONS COVERED 63
1.4 YEARS CONSIDERED 63
1.5 CURRENCY CONSIDERED 64
TABLE 1 USD EXCHANGE RATES, 2017–2022 64
1.6 STAKEHOLDERS 64
1.7 SUMMARY OF CHANGES 65
2 RESEARCH METHODOLOGY 66
2.1 RESEARCH DATA 66
FIGURE 1 FACIAL RECOGNITION MARKET: RESEARCH DESIGN 66
2.1.1 SECONDARY DATA 67
2.1.2 PRIMARY DATA 67
2.1.2.1 Breakup of primary profiles 67
2.1.2.2 Key insights from industry experts 68
2.2 MARKET SIZE ESTIMATION 68
2.2.1 TOP-DOWN APPROACH 68
FIGURE 2 APPROACH 1 (SUPPLY SIDE): REVENUE FROM HARDWARE, SOFTWARE SOLUTIONS, AND SERVICES OF FACIAL RECOGNITION VENDORS 69
FIGURE 3 APPROACH 1 (SUPPLY SIDE) ANALYSIS 69
2.2.2 BOTTOM-UP APPROACH 70
FIGURE 4 APPROACH 2: BOTTOM-UP (DEMAND SIDE) 71
2.3 DATA TRIANGULATION 72
FIGURE 5 FACIAL RECOGNITION MARKET: DATA TRIANGULATION 72
FIGURE 6 FACIAL RECOGNITION MARKET ESTIMATION: RESEARCH FLOW 73
2.4 MARKET FORECAST 73
TABLE 2 FACTOR ANALYSIS 73
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 74
2.5.1 FOR LARGE PLAYERS 74
FIGURE 7 COMPANY EVALUATION MATRIX (KEY PLAYERS): CRITERIA WEIGHTAGE 74
2.5.2 FOR START-UPS 75
FIGURE 8 COMPANY EVALUATION MATRIX (START-UPS/SMES): CRITERIA WEIGHTAGE 75
2.6 RESEARCH ASSUMPTIONS 76
2.7 LIMITATIONS 77
3 EXECUTIVE SUMMARY 78
FIGURE 9 GLOBAL FACIAL RECOGNITION MARKET TO WITNESS SIGNIFICANT GROWTH DURING FORECAST PERIOD 81
FIGURE 10 FACIAL RECOGNITION MARKET: SEGMENTS SNAPSHOT 82
FIGURE 11 FACIAL RECOGNITION MARKET: REGIONAL SNAPSHOT 83
4 PREMIUM INSIGHTS 84
4.1 ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN FACIAL RECOGNITION MARKET 84
FIGURE 12 ADVANCEMENTS IN AI AND ML TECHNOLOGIES AND INCREASING APPLICATIONS OF FACIAL RECOGNITION TO BOOST MARKET GROWTH 84
4.2 FACIAL RECOGNITION MARKET, BY OFFERING 85
FIGURE 13 SOFTWARE SOLUTIONS SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 85
4.3 FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION 85
FIGURE 14 FACE IDENTIFICATION SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 85
4.4 FACIAL RECOGNITION MARKET, BY SERVICE 86
FIGURE 15 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 86
4.5 FACIAL RECOGNITION MARKET, BY APPLICATION 86
FIGURE 16 SECURITY & ACCESS CONTROL APPLICATION SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 86
4.6 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE 87
FIGURE 17 ON-PREMISES DEPLOYMENT MODE TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 87
4.7 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE 87
FIGURE 18 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD 87
4.8 FACIAL RECOGNITION MARKET, BY VERTICAL 88
FIGURE 19 GOVERNMENT VERTICAL TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 88
4.9 MARKET INVESTMENT SCENARIO 88
FIGURE 20 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 88
5 MARKET OVERVIEW AND INDUSTRY TRENDS 89
5.1 INTRODUCTION 89
5.2 MARKET DYNAMICS 89
FIGURE 21 FACIAL RECOGNITION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 89
5.2.1 DRIVERS 90
5.2.1.1 Growth in security concerns and rise in need for robust surveillance systems 90
5.2.1.2 Advancements in facial recognition algorithms, ML, and AI 90
5.2.1.3 Rise in contactless technologies post-COVID-19 91
5.2.2 RESTRAINTS 91
5.2.2.1 Privacy concerns 91
5.2.2.2 Rise in false positives and negatives 91
5.2.3 OPPORTUNITIES 92
5.2.3.1 Emerging use cases/applications in various sectors 92
5.2.3.2 Integration of facial recognition in mobile devices for authentication and security 92
5.2.4 CHALLENGES 93
5.2.4.1 Lack of global standards 93
5.2.4.2 Vulnerability to hacking and rising deep fakes 93
5.3 FACIAL RECOGNITION TECHNOLOGY EVOLUTION 94
FIGURE 22 FACIAL RECOGNITION MARKET: EVOLUTION 94
5.3.1 FACIAL RECOGNITION PIONEERS 94
5.3.2 AUTOMATIC FACIAL RECOGNITION 94
5.3.3 STANDARDIZATION AND ADVANCEMENT 94
5.3.4 RAPID DEVELOPMENT AND EXPANSION 95
5.3.5 PRESENT AND FUTURE 95
5.4 FACIAL RECOGNITION TOOLS, FRAMEWORKS, AND TECHNIQUES 95
5.5 CASE STUDY ANALYSIS 96
5.5.1 STAR ALLIANCE SMOOTHENED TRAVEL EXPERIENCE WITH NEC I: DELIGHT PLATFORM 96
5.5.2 AELLA CREDIT LEVERAGED AMAZON’S FACIAL RECOGNITION SOLUTION FOR FASTER LOAN APPROVALS 97
5.5.3 NERO USED COGNITEC’S FACE RECOGNITION TECHNOLOGY TO SORT PHOTOS 97
5.6 VALUE CHAIN ANALYSIS 98
FIGURE 23 FACIAL RECOGNITION MARKET: VALUE CHAIN ANALYSIS 98
5.6.1 COMPONENT PROVIDERS 98
5.6.2 SOFTWARE PROVIDERS 99
5.6.3 SERVICE PROVIDERS 99
5.6.4 SYSTEM INTEGRATORS 99
5.6.5 DISTRIBUTION 99
5.6.6 END USERS 99
5.7 ECOSYSTEM ANALYSIS 99
FIGURE 24 FACIAL RECOGNITION MARKET: ECOSYSTEM 100
TABLE 3 FACIAL RECOGNITION MARKET: ECOSYSTEM 100
5.8 PORTER’S FIVE FORCES ANALYSIS 101
TABLE 4 FACIAL RECOGNITION MARKET: PORTER’S FIVE FORCES’ IMPACT 101
FIGURE 25 FACIAL RECOGNITION MARKET: PORTER’S FIVE FORCES ANALYSIS 102
5.8.1 THREAT OF NEW ENTRANTS 102
5.8.2 BARGAINING POWER OF SUPPLIERS 102
5.8.3 BARGAINING POWER OF BUYERS 102
5.8.4 THREAT OF SUBSTITUTES 103
5.8.5 INTENSITY OF COMPETITIVE RIVALRY 103
5.9 PRICING ANALYSIS 103
5.9.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE SOLUTION 103
FIGURE 26 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOFTWARE SOLUTIONS 103
TABLE 5 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOFTWARE SOLUTIONS 104
5.9.2 INDICATIVE PRICING ANALYSIS 104
5.9.2.1 Indicative pricing analysis of facial recognition solutions 104
TABLE 6 INDICATIVE PRICING LEVELS OF FACIAL RECOGNITION SOLUTIONS 105
5.10 TECHNOLOGY ANALYSIS 106
5.10.1 KEY TECHNOLOGIES 106
5.10.1.1 Facial detection and extraction 106
5.10.1.2 Facial feature representation 106
5.10.1.3 Deep learning and neural networks 107
5.10.1.4 Facial matching algorithms 107
5.10.1.5 3D facial recognition 107
5.10.2 COMPLEMENTARY TECHNOLOGIES 107
5.10.2.1 Liveness detection 107
5.10.2.2 Facial database management 108
5.10.2.3 Privacy protection mechanisms 108
5.10.3 ADJACENT TECHNOLOGIES 108
5.10.3.1 Biometric integration 108
5.10.3.2 IoT and edge computing 108
5.10.3.3 Artificial intelligence 108
5.10.3.4 Machine learning 109
5.11 TRADE ANALYSIS 109
TABLE 7 IMPORT DATA, BY COUNTRY, 2017–2022 (USD BILLION) 109
FIGURE 27 IMPORT DATA, BY KEY COUNTRY, 2017–2022 (USD BILLION) 110
TABLE 8 EXPORT DATA, BY COUNTRY, 2017–2022 (USD BILLION) 110
FIGURE 28 EXPORT DATA, BY KEY COUNTRY, 2017–2022 (USD BILLION) 111
5.12 PATENT ANALYSIS 111
5.12.1 METHODOLOGY 111
FIGURE 29 LIST OF MAJOR PATENTS FOR FACIAL RECOGNITION 112
TABLE 9 FACIAL RECOGNITION MARKET: LIST OF MAJOR PATENTS 112
5.13 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 114
FIGURE 30 FACIAL RECOGNITION MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 115
5.14 TECHNOLOGY ROADMAP 115
5.14.1 FACIAL RECOGNITION TECHNOLOGY ROADMAP TILL 2030 115
5.14.1.1 Short-term roadmap (2023–2025) 115
5.14.1.2 Mid-term roadmap (2026–2028) 116
5.14.1.3 Long-term roadmap (2029–2030) 116
5.15 BEST PRACTICES IN FACIAL RECOGNITION MARKET 116
5.15.1 TRAINING MODEL ENSURING DATASET QUALITY 117
5.15.2 ENSURING HIGH-QUALITY DATA ANNOTATION 117
5.15.3 CONSIDERING ETHICAL FACTORS 117
5.16 CURRENT AND EMERGING BUSINESS MODELS 117
5.17 TARIFF AND REGULATORY LANDSCAPE 118
5.17.1 TARIFF RELATED TO FACIAL RECOGNITION PRODUCTS 118
TABLE 10 TARIFFS RELATED TO FACIAL RECOGNITION PRODUCTS, 2022 118
5.17.2 REGULATORY LANDSCAPE 119
5.17.2.1 Regulatory bodies, government agencies, and other organizations 119
TABLE 11 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 119
TABLE 12 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 120
TABLE 13 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 120
TABLE 14 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 120
5.17.2.1.1 North America 121
5.17.2.1.1.1 US 121
5.17.2.1.2 Europe 121
5.17.2.1.3 Asia Pacific 121
5.17.2.1.3.1 India 121
5.17.2.1.3.2 China 121
5.17.2.1.4 Middle East & Africa 121
5.17.2.1.4.1 UAE 122
5.17.2.1.5 Latin America 122
5.17.2.1.5.1 Brazil 122
5.17.2.1.5.2 Mexico 122
5.18 KEY STAKEHOLDERS & BUYING CRITERIA 122
5.18.1 KEY STAKEHOLDERS IN BUYING PROCESS 122
FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 122
TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 123
5.18.2 BUYING CRITERIA 123
FIGURE 32 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 123
TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 123
5.19 KEY CONFERENCES & EVENTS 124
TABLE 17 FACIAL RECOGNITION MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025 124
5.20 INVESTMENT LANDSCAPE 125
FIGURE 33 LEADING GLOBAL FACIAL RECOGNITION INVESTMENT ROUNDS AND FUNDING RAISED BY COMPANIES, 2017–2022 125
6 FACIAL RECOGNITION MARKET, BY TYPE 126
6.1 INTRODUCTION 126
6.2 2D FACIAL RECOGNITION 126
6.3 3D FACIAL RECOGNITION 126
6.4 FACIAL THERMOGRAPHY 127
6.5 SKIN TEXTURE ANALYSIS 127
6.6 FACIAL EXPRESSION RECOGNITION 127
6.7 FACIAL ATTRIBUTE RECOGNITION 128
7 FACIAL RECOGNITION MARKET, BY OFFERING 129
7.1 INTRODUCTION 130
FIGURE 34 SOFTWARE SOLUTIONS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 130
7.1.1 OFFERINGS: FACIAL RECOGNITION MARKET DRIVERS 130
TABLE 18 FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 131
TABLE 19 FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 131
7.2 HARDWARE 131
7.2.1 INCREASED DEMAND FOR REAL-TIME PROCESSING AND REDUCED DEPENDENCE ON EXTERNAL NETWORKS TO FUEL DEMAND FOR FACIAL RECOGNITION HARDWARE 131
TABLE 20 HARDWARE: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 132
TABLE 21 HARDWARE: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 132
7.3 SOFTWARE SOLUTIONS 132
7.3.1 TECHNOLOGICAL ADVANCEMENTS, INCREASED COMPUTING POWER, AND GROWING NEED FOR SEAMLESS IDENTITY VERIFICATION TO DRIVE MARKET 132
FIGURE 35 FACE VERIFICATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 133
TABLE 22 FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 133
TABLE 23 FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 133
TABLE 24 SOFTWARE SOLUTIONS: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 134
TABLE 25 SOFTWARE SOLUTIONS: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 134
7.3.2 FACE IDENTIFICATION 134
TABLE 26 FACE IDENTIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 135
TABLE 27 FACE IDENTIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 135
7.3.3 FACE VERIFICATION 135
TABLE 28 FACE VERIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 136
TABLE 29 FACE VERIFICATION: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 136
7.3.4 FACIAL ANALYTICS 136
TABLE 30 FACIAL ANALYTICS: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 137
TABLE 31 FACIAL ANALYTICS: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 137
7.3.5 FACE LIVENESS DETECTION 137
TABLE 32 FACE LIVENESS DETECTION: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 138
TABLE 33 FACE LIVENESS DETECTION: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 138
7.4 SERVICES 138
7.4.1 FACIAL RECOGNITION SERVICES TO ENSURE ACCURACY AND EFFICIENCY IN IDENTIFYING INDIVIDUALS BASED ON FACIAL FEATURES 138
FIGURE 36 PROFESSIONAL SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 139
TABLE 34 FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 139
TABLE 35 FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 139
TABLE 36 SERVICES: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 139
TABLE 37 SERVICES: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 140
7.4.2 PROFESSIONAL SERVICES 140
7.4.2.1 Consulting services 140
7.4.2.2 Design & implementation services 140
7.4.2.3 Deployment & support services 141
7.4.3 MANAGED SERVICES 141
8 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE 142
8.1 INTRODUCTION 143
FIGURE 37 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 143
8.1.1 DEPLOYMENT MODES: FACIAL RECOGNITION MARKET DRIVERS 143
TABLE 38 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 144
TABLE 39 FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 144
8.2 ON-PREMISES 144
8.2.1 ON-PREMISE DEPLOYMENT TO ENSURE GREATER CONTROL OVER INFRASTRUCTURE AND MAINTENANCE OF SENSITIVE DATA 144
TABLE 40 ON-PREMISES: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 144
TABLE 41 ON-PREMISES: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 145
8.3 CLOUD 145
8.3.1 CLOUD-BASED FACIAL RECOGNITION SOLUTIONS TO OFFER SCALABILITY, FLEXIBILITY, COST-EFFECTIVENESS, AND ACCESSIBILITY 145
TABLE 42 CLOUD: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 145
TABLE 43 CLOUD: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 146
9 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE 147
9.1 INTRODUCTION 148
FIGURE 38 LARGE ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 148
9.1.1 ORGANIZATION SIZES: FACIAL RECOGNITION MARKET DRIVERS 148
TABLE 44 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 149
TABLE 45 FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 149
9.2 LARGE ENTERPRISES 149
9.2.1 FACIAL RECOGNITION TO IMPROVE SECURITY AND EFFICIENCY, STREAMLINE WORKFLOWS, AND ENHANCE SECURITY PROTOCOLS IN LARGE ENTERPRISES 149
TABLE 46 LARGE ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 149
TABLE 47 LARGE ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 150
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 150
9.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES TO IMPLEMENT AFFORDABLE FACIAL RECOGNITION SOLUTIONS FOR ACCESS CONTROL, CUSTOMER IDENTIFICATION, AND EMPLOYEE ATTENDANCE TRACKING 150
TABLE 48 SMALL AND MEDIUM-SIZED ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 150
TABLE 49 SMALL AND MEDIUM-SIZED ENTERPRISES: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 151
10 FACIAL RECOGNITION MARKET, BY APPLICATION 152
10.1 INTRODUCTION 153
FIGURE 39 FINANCE & PAYMENTS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 153
10.1.1 APPLICATIONS: FACIAL RECOGNITION MARKET DRIVERS 153
TABLE 50 FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 154
TABLE 51 FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 154
10.2 SECURITY & ACCESS CONTROL 154
10.2.1 FACIAL RECOGNITION TECHNOLOGY TO HELP MONITOR PEOPLE, IDENTIFY INDIVIDUALS IN CROWDED AREAS, AND LOCATE SUSPECTS QUICKLY 154
10.2.2 BIOMETRIC AUTHENTICATION 155
10.2.3 PERIMETER SECURITY 155
10.2.4 LAW ENFORCEMENT INVESTIGATIONS 155
10.2.5 ACCESS CONTROL 155
10.2.6 ATTENDANCE TRACKING & MONITORING 156
TABLE 52 SECURITY & ACCESS CONTROL: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 156
TABLE 53 SECURITY & ACCESS CONTROL: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 156
10.3 FINANCE & PAYMENTS 157
10.3.1 FACIAL RECOGNITION TO OFFER SAFE TRANSACTIONS, QUICK AND EASY IDENTIFICATION VERIFICATION, AND IMPROVED SECURITY AGAINST IDENTITY THEFT 157
10.3.2 DIGITAL TRANSACTION SECURITY 157
10.3.3 FRAUD PREVENTION & IDENTITY VERIFICATION 157
10.3.4 MOBILE & CONTACTLESS TRANSACTION SECURITY 157
TABLE 54 FINANCE & PAYMENTS: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 158
TABLE 55 FINANCE & PAYMENTS: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 158
10.4 RETAIL & MARKETING 158
10.4.1 RETAIL & MARKETING INDUSTRIES TO HARNESS FACIAL RECOGNITION INSIGHTS TO IMPROVE BUYING EXPERIENCE 158
10.4.2 TAILORED SHOPPING, CUSTOMER-CENTRIC ADS, AND PROMOTION 159
10.4.3 LOYALTY PROGRAMS & REWARDS 159
10.4.4 SENTIMENT ANALYSIS 159
10.4.5 THEFT DETECTION & PREVENTION 159
TABLE 56 RETAIL & MARKETING: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 159
TABLE 57 RETAIL & MARKETING: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 160
11 FACIAL RECOGNITION MARKET, BY VERTICAL 161
11.1 INTRODUCTION 162
FIGURE 40 TRANSPORTATION & UTILITIES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 162
11.1.1 VERTICALS: FACIAL RECOGNITION MARKET DRIVERS 162
TABLE 58 FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 163
TABLE 59 FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 163
11.2 BFSI 164
11.2.1 FACIAL RECOGNITION IN BFSI SECTOR TO IMPROVE CUSTOMER SATISFACTION, EXPEDITE PROCEDURES, AND STRENGTHEN SECURITY MEASURES 164
TABLE 60 BFSI: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 164
TABLE 61 BFSI: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 165
11.3 GOVERNMENT 165
11.3.1 FACIAL RECOGNITION TO AID IN CRIMINAL IDENTIFICATION AND INVESTIGATION, EXPEDITE ADMINISTRATIVE PROCEDURES, AND ENHANCE SECURITY ON BORDERS 165
TABLE 62 GOVERNMENT: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 166
TABLE 63 GOVERNMENT: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 166
11.4 HEALTHCARE 166
11.4.1 FACIAL RECOGNITION TO REDUCE ERRORS, ACCESS CONTROL, AND EXPEDITE MEDICAL PROCEDURES 166
TABLE 64 HEALTHCARE: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 167
TABLE 65 HEALTHCARE: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 167
11.5 RETAIL & ECOMMERCE 167
11.5.1 RETAILERS TO UTILIZE FACIAL RECOGNITION FOR PERSONALIZED SHOPPING EXPERIENCES, ANALYZE CUSTOMER DEMOGRAPHICS AND PREFERENCES, AND TAILOR ADS AND PROMOTIONS 167
TABLE 66 RETAIL & ECOMMERCE: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 168
TABLE 67 RETAIL & ECOMMERCE: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 168
11.6 MANUFACTURING 168
11.6.1 FACIAL RECOGNITION TECHNOLOGY TO PROVIDE SECURITY, PRODUCTIVITY, ACCESS CONTROL, AND EASE OF USE IN MANUFACTURING SECTOR 168
TABLE 68 MANUFACTURING: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 169
TABLE 69 MANUFACTURING: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 169
11.7 EDUCATION 170
11.7.1 FACIAL RECOGNITION TECHNOLOGY TO AUTOMATE ATTENDANCE RECORDING, CONTROL ACCESS, VERIFY IDENTITIES DURING EXAMS, AND ENHANCE CAMPUS SAFETY 170
TABLE 70 EDUCATION: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 170
TABLE 71 EDUCATION: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 170
11.8 MEDIA & ENTERTAINMENT 171
11.8.1 FACIAL RECOGNITION TECHNOLOGY TO PERSONALIZE CONTENT RECOMMENDATIONS, ENHANCE VIEWER EXPERIENCE, AND PROVIDE INSIGHTS INTO AUDIENCE ENGAGEMENT AND PREFERENCES 171
TABLE 72 MEDIA & ENTERTAINMENT: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 171
TABLE 73 MEDIA & ENTERTAINMENT: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 171
11.9 TRANSPORTATION & UTILITIES 172
11.9.1 FACIAL RECOGNITION TO HELP IN BOARDING PROCESSES AND PASSENGER VERIFICATION IN AIRPORTS 172
TABLE 74 TRANSPORTATION & UTILITIES: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 172
TABLE 75 TRANSPORTATION & UTILITIES: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 172
11.10 OTHER VERTICALS 173
12 FACIAL RECOGNITION MARKET, BY REGION 174
12.1 INTRODUCTION 175
FIGURE 41 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 175
TABLE 76 FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 175
TABLE 77 FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 176
12.2 NORTH AMERICA 176
12.2.1 NORTH AMERICA: RECESSION IMPACT 177
12.2.2 NORTH AMERICA: FACIAL RECOGNITION MARKET DRIVERS 177
12.2.3 NORTH AMERICA: REGULATORY LANDSCAPE 178
FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT 179
TABLE 78 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 179
TABLE 79 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 180
TABLE 80 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 180
TABLE 81 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 180
TABLE 82 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 180
TABLE 83 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 181
TABLE 84 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 181
TABLE 85 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 181
TABLE 86 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 181
TABLE 87 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 182
TABLE 88 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 182
TABLE 89 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 182
TABLE 90 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 183
TABLE 91 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 183
TABLE 92 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 184
TABLE 93 NORTH AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 184
12.2.4 US 184
12.2.4.1 Need for adopting advanced technologies and adhering to regulatory compliance to propel market 184
TABLE 94 US: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 185
TABLE 95 US: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 185
TABLE 96 US: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 185
TABLE 97 US: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 185
TABLE 98 US: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 186
TABLE 99 US: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 186
TABLE 100 US: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 186
TABLE 101 US: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 186
TABLE 102 US: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 186
TABLE 103 US: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 187
TABLE 104 US: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 187
TABLE 105 US: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 187
TABLE 106 US: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 187
TABLE 107 US: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 188
12.2.5 CANADA 188
12.2.5.1 Utilization of FRT and emerging trends & concerns regarding facial recognition technology to drive market 188
TABLE 108 CANADA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 189
TABLE 109 CANADA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 189
TABLE 110 CANADA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 189
TABLE 111 CANADA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 189
TABLE 112 CANADA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 190
TABLE 113 CANADA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 190
TABLE 114 CANADA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 190
TABLE 115 CANADA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 190
TABLE 116 CANADA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 191
TABLE 117 CANADA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 191
TABLE 118 CANADA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 191
TABLE 119 CANADA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 191
TABLE 120 CANADA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 192
TABLE 121 CANADA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 192
12.3 EUROPE 192
12.3.1 EUROPE: RECESSION IMPACT 193
12.3.2 EUROPE: FACIAL RECOGNITION MARKET DRIVERS 193
12.3.3 EUROPE: REGULATORY LANDSCAPE 194
TABLE 122 EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 194
TABLE 123 EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 194
TABLE 124 EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 195
TABLE 125 EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 195
TABLE 126 EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 195
TABLE 127 EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 195
TABLE 128 EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 196
TABLE 129 EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 196
TABLE 130 EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 196
TABLE 131 EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 196
TABLE 132 EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 197
TABLE 133 EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 197
TABLE 134 EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 197
TABLE 135 EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 198
TABLE 136 EUROPE: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 198
TABLE 137 EUROPE: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 198
12.3.4 UK 199
12.3.4.1 Focus of law enforcement sector on adopting facial recognition solutions to fuel its demand 199
TABLE 138 UK: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 199
TABLE 139 UK: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 199
TABLE 140 UK: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 200
TABLE 141 UK: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 200
TABLE 142 UK: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 200
TABLE 143 UK: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 200
TABLE 144 UK: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 201
TABLE 145 UK: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 201
TABLE 146 UK: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 201
TABLE 147 UK: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 201
TABLE 148 UK: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 202
TABLE 149 UK: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 202
TABLE 150 UK: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 202
TABLE 151 UK: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 203
12.3.5 GERMANY 203
12.3.5.1 Need to comply with regulations and address evolving threats to boost demand for facial recognition solutions 203
TABLE 152 GERMANY: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 203
TABLE 153 GERMANY: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 204
TABLE 154 GERMANY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 204
TABLE 155 GERMANY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 204
TABLE 156 GERMANY: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 204
TABLE 157 GERMANY: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 205
TABLE 158 GERMANY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 205
TABLE 159 GERMANY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 205
TABLE 160 GERMANY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 205
TABLE 161 GERMANY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 206
TABLE 162 GERMANY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 206
TABLE 163 GERMANY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 206
TABLE 164 GERMANY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 207
TABLE 165 GERMANY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 207
12.3.6 FRANCE 208
12.3.6.1 AI innovation and rising terrorist threats to fuel demand for facial recognition solutions 208
TABLE 166 FRANCE: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 208
TABLE 167 FRANCE: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 208
TABLE 168 FRANCE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 208
TABLE 169 FRANCE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 209
TABLE 170 FRANCE: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 209
TABLE 171 FRANCE: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 209
TABLE 172 FRANCE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 209
TABLE 173 FRANCE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 210
TABLE 174 FRANCE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 210
TABLE 175 FRANCE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 210
TABLE 176 FRANCE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 210
TABLE 177 FRANCE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 211
TABLE 178 FRANCE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 211
TABLE 179 FRANCE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 211
12.3.7.1 Rising public safety interests, organized crime, and terrorism to accelerate demand for facial recognition solutions 212
TABLE 180 ITALY: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 212
TABLE 181 ITALY: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 212
TABLE 182 ITALY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 213
TABLE 183 ITALY: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 213
TABLE 184 ITALY: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 213
TABLE 185 ITALY: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 213
TABLE 186 ITALY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 214
TABLE 187 ITALY: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 214
TABLE 188 ITALY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 214
TABLE 189 ITALY: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 214
TABLE 190 ITALY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 215
TABLE 191 ITALY: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 215
TABLE 192 ITALY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 215
TABLE 193 ITALY: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 216
12.3.8 REST OF EUROPE 216
TABLE 194 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 217
TABLE 195 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 217
TABLE 196 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 217
TABLE 197 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 218
TABLE 198 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 218
TABLE 199 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 218
TABLE 200 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 218
TABLE 201 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 219
TABLE 202 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 219
TABLE 203 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 219
TABLE 204 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 219
TABLE 205 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 220
TABLE 206 REST OF EUROPE: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 220
TABLE 207 REST OF EUROPE: FACIAL RECOGNI
12.4 ASIA PACIFIC 221
12.4.1 ASIA PACIFIC: RECESSION IMPACT 222
12.4.2 ASIA PACIFIC: FACIAL RECOGNITION MARKET DRIVERS 222
12.4.3 ASIA PACIFIC: REGULATORY LANDSCAPE 222
FIGURE 43 ASIA PACIFIC: MARKET SNAPSHOT 223
TABLE 208 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 224
TABLE 209 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 224
TABLE 210 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 224
TABLE 211 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 224
TABLE 212 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 225
TABLE 213 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 225
TABLE 214 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 225
TABLE 215 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 225
TABLE 216 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 226
TABLE 217 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 226
TABLE 218 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 226
TABLE 219 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 226
TABLE 220 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 227
TABLE 221 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 227
TABLE 222 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 228
TABLE 223 ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 228
12.4.4 CHINA 228
12.4.4.1 Rapid adoption of facial recognition by payment giants Alipay and WeChat to popularize selfie-based financial transactions 228
TABLE 224 CHINA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 229
TABLE 225 CHINA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 229
TABLE 226 CHINA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 229
TABLE 227 CHINA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 230
TABLE 228 CHINA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 230
TABLE 229 CHINA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 230
TABLE 230 CHINA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 230
TABLE 231 CHINA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 231
TABLE 232 CHINA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 231
TABLE 233 CHINA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 231
TABLE 234 CHINA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 231
TABLE 235 CHINA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 232
TABLE 236 CHINA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 232
TABLE 237 CHINA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 232
12.4.5 JAPAN 233
12.4.5.1 Law enforcement sector to utilize facial recognition technology for its efficiency and reliability in locating criminal suspects 233
TABLE 238 JAPAN: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 233
TABLE 239 JAPAN: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 233
TABLE 240 JAPAN: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 234
TABLE 241 JAPAN: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 234
TABLE 242 JAPAN: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 234
TABLE 243 JAPAN: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 234
TABLE 244 JAPAN: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 235
TABLE 245 JAPAN: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 235
TABLE 246 JAPAN: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 235
TABLE 247 JAPAN: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 235
TABLE 248 JAPAN: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 236
TABLE 249 JAPAN: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 236
TABLE 250 JAPAN: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 236
TABLE 251 JAPAN: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 237
12.4.6 INDIA 237
12.4.6.1 Government initiatives for implementing best facial recognition to drive market 237
TABLE 252 INDIA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 237
TABLE 253 INDIA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 238
TABLE 254 INDIA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 238
TABLE 255 INDIA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 238
TABLE 256 INDIA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 238
TABLE 257 INDIA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 239
TABLE 258 INDIA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 239
TABLE 259 INDIA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 239
TABLE 260 INDIA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 239
TABLE 261 INDIA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 240
TABLE 262 INDIA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 240
TABLE 263 INDIA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 240
TABLE 264 INDIA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 241
TABLE 265 INDIA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 241
12.4.7 AUSTRALIA AND NEW ZEALAND 242
12.4.7.1 Need to maintain security priorities with data privacy to spur growth of facial recognition technologies 242
TABLE 266 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 242
TABLE 267 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 242
TABLE 268 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 242
TABLE 269 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 243
TABLE 270 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 243
TABLE 271 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 243
TABLE 272 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 243
TABLE 273 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 244
TABLE 274 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 244
TABLE 275 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 244
TABLE 276 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 244
TABLE 277 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 245
TABLE 278 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 245
TABLE 279 AUSTRALIA AND NEW ZEALAND: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 246
12.4.8 REST OF ASIA PACIFIC 246
TABLE 280 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 246
TABLE 281 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 247
TABLE 282 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 247
TABLE 283 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 247
TABLE 284 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 247
TABLE 285 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 248
TABLE 286 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 248
TABLE 287 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 248
TABLE 288 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 248
TABLE 289 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 249
TABLE 290 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 249
TABLE 291 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 249
TABLE 292 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 250
TABLE 293 REST OF ASIA PACIFIC: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 250
12.5 MIDDLE EAST & AFRICA 250
12.5.1 MIDDLE EAST & AFRICA: RECESSION IMPACT 251
12.5.2 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET DRIVERS 251
12.5.3 MIDDLE EAST & AFRICA: REGULATORY LANDSCAPE 252
TABLE 294 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 252
TABLE 295 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 252
TABLE 296 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 253
TABLE 297 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 253
TABLE 298 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 253
TABLE 299 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 253
TABLE 300 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 254
TABLE 301 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 254
TABLE 302 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 254
TABLE 303 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 254
TABLE 304 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 255
TABLE 305 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 255
TABLE 306 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 255
TABLE 307 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 256
TABLE 308 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY REGION, 2017–2022 (USD MILLION) 256
TABLE 309 MIDDLE EAST & AFRICA: FACIAL RECOGNITION MARKET, BY REGION, 2023–2028 (USD MILLION) 256
12.5.4 MIDDLE EAST 257
12.5.4.1 Heightened security measures and ambitious smart city initiatives to spur demand for facial recognition solutions 257
TABLE 310 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 257
TABLE 311 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 257
TABLE 312 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 257
TABLE 313 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 258
TABLE 314 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 258
TABLE 315 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 258
TABLE 316 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 258
TABLE 317 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 259
TABLE 318 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 259
TABLE 319 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 259
TABLE 320 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 259
TABLE 321 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 260
TABLE 322 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 260
TABLE 323 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 260
TABLE 324 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 261
TABLE 325 MIDDLE EAST: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 261
12.5.4.2 GCC Countries 261
TABLE 326 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 261
TABLE 327 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 262
TABLE 328 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 262
TABLE 329 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 262
TABLE 330 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 262
TABLE 331 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 263
TABLE 332 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 263
TABLE 333 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 263
TABLE 334 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 263
TABLE 335 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 264
TABLE 336 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 264
TABLE 337 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 264
TABLE 338 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 265
TABLE 339 GCC COUNTRIES: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 265
12.5.4.2.1 KSA 265
12.5.4.2.2 UAE 266
12.5.4.3 Rest of Middle East 266
TABLE 340 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 266
TABLE 341 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 267
TABLE 342 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 267
TABLE 343 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 267
TABLE 344 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 267
TABLE 345 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 268
TABLE 346 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 268
TABLE 347 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 268
TABLE 348 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 268
TABLE 349 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 269
TABLE 350 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 269
TABLE 351 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 269
TABLE 352 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 270
TABLE 353 REST OF MIDDLE EAST: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 270
12.5.5 AFRICA 271
12.5.5.1 Technological innovation and need for enhanced safety measures to accelerate demand for facial recognition solutions 271
TABLE 354 AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 271
TABLE 355 AFRICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 271
TABLE 356 AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 271
TABLE 357 AFRICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 272
TABLE 358 AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 272
TABLE 359 AFRICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 272
TABLE 360 AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 272
TABLE 361 AFRICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 273
TABLE 362 AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 273
TABLE 363 AFRICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 273
TABLE 364 AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 273
TABLE 365 AFRICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 274
TABLE 366 AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 274
TABLE 367 AFRICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 274
12.6 LATIN AMERICA 275
12.6.1 LATIN AMERICA: RECESSION IMPACT 275
12.6.2 LATIN AMERICA: FACIAL RECOGNITION MARKET DRIVERS 275
12.6.3 LATIN AMERICA: REGULATORY LANDSCAPE 276
TABLE 368 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 276
TABLE 369 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 276
TABLE 370 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 277
TABLE 371 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 277
TABLE 372 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 277
TABLE 373 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 277
TABLE 374 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 278
TABLE 375 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 278
TABLE 376 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 278
TABLE 377 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 278
TABLE 378 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 279
TABLE 379 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 279
TABLE 380 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 279
TABLE 381 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 280
TABLE 382 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 280
TABLE 383 LATIN AMERICA: FACIAL RECOGNITION MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 280
12.6.4 BRAZIL 281
12.6.4.1 Rising concerns about privacy and potential for misuse of technology to accelerate market growth 281
TABLE 384 BRAZIL: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 281
TABLE 385 BRAZIL: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 281
TABLE 386 BRAZIL: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 281
TABLE 387 BRAZIL: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 282
TABLE 388 BRAZIL: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 282
TABLE 389 BRAZIL: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 282
TABLE 390 BRAZIL: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 282
TABLE 391 BRAZIL: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 283
TABLE 392 BRAZIL: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 283
TABLE 393 BRAZIL: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 283
TABLE 394 BRAZIL: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 283
TABLE 395 BRAZIL: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 284
TABLE 396 BRAZIL: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 284
TABLE 397 BRAZIL: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 284
12.6.5 MEXICO 285
12.6.5.1 Rising adoption of facial recognition in law enforcement and government agencies lacking stringent privacy laws to drive market 285
TABLE 398 MEXICO: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 285
TABLE 399 MEXICO: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 285
TABLE 400 MEXICO: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 285
TABLE 401 MEXICO: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 286
TABLE 402 MEXICO: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 286
TABLE 403 MEXICO: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 286
TABLE 404 MEXICO: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 286
TABLE 405 MEXICO: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 287
TABLE 406 MEXICO: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 287
TABLE 407 MEXICO: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 287
TABLE 408 MEXICO: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 287
TABLE 409 MEXICO: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 288
TABLE 410 MEXICO: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 288
TABLE 411 MEXICO: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 288
12.6.6 REST OF LATIN AMERICA 289
TABLE 412 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2017–2022 (USD MILLION) 289
TABLE 413 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY OFFERING, 2023–2028 (USD MILLION) 289
TABLE 414 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2017–2022 (USD MILLION) 289
TABLE 415 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SOFTWARE SOLUTION, 2023–2028 (USD MILLION) 290
TABLE 416 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2017–2022 (USD MILLION) 290
TABLE 417 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY SERVICE, 2023–2028 (USD MILLION) 290
TABLE 418 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 290
TABLE 419 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 291
TABLE 420 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2017–2022 (USD MILLION) 291
TABLE 421 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 291
TABLE 422 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 291
TABLE 423 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 292
TABLE 424 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 292
TABLE 425 REST OF LATIN AMERICA: FACIAL RECOGNITION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 293
13 COMPETITIVE LANDSCAPE 294
13.1 OVERVIEW 294
13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 294
TABLE 426 OVERVIEW OF STRATEGIES ADOPTED BY KEY FACIAL RECOGNITION VENDORS 294
13.3 HISTORICAL REVENUE ANALYSIS 298
FIGURE 44 HISTORICAL REVENUE ANALYSIS OF KEY FACIAL RECOGNITION VENDORS, 2018–2022 (USD MILLION) 298
13.4 VALUATION AND FINANCIAL METRICS OF KEY FACIAL RECOGNITION VENDORS 298
FIGURE 45 VALUATION AND FINANCIAL METRICS OF KEY FACIAL RECOGNITION VENDORS 298
13.5 MARKET SHARE ANALYSIS 299
FIGURE 46 FACIAL RECOGNITION MARKET SHARE, 2022 299
TABLE 427 FACIAL RECOGNITION MARKET: DEGREE OF COMPETITION 299
13.6 PRODUCT/BRAND COMPARISON 300
FIGURE 47 BRAND COMPARISON/VENDOR PRODUCT LANDSCAPE 300
13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS 301
13.7.1 STARS 301
13.7.2 EMERGING LEADERS 301
13.7.3 PERVASIVE PLAYERS 301
13.7.4 PARTICIPANTS 301
FIGURE 48 FACIAL RECOGNITION MARKET: COMPANY EVALUATION MATRIX FOR KEY PLAYERS, 2023 302
13.7.5 COMPANY FOOTPRINT: KEY PLAYERS 303
13.7.5.1 Company footprint 303
FIGURE 49 FACIAL RECOGNITION MARKET: OVERALL COMPANY FOOTPRINT 303
13.7.5.2 Product footprint 304
TABLE 428 FACIAL RECOGNITION MARKET: PRODUCT FOOTPRINT 304
13.7.5.3 Application footprint 305
TABLE 429 FACIAL RECOGNITION MARKET: APPLICATION FOOTPRINT 305
13.7.5.4 Vertical footprint 306
TABLE 430 FACIAL RECOGNITION MARKET: VERTICAL FOOTPRINT 306
13.7.5.5 Regional footprint 307
TABLE 431 FACIAL RECOGNITION MARKET: REGIONAL FOOTPRINT 307
13.8 COMPANY EVALUATION MATRIX: START-UP/SMES 308
13.8.1 PROGRESSIVE COMPANIES 308
13.8.2 RESPONSIVE COMPANIES 308
13.8.3 DYNAMIC COMPANIES 308
13.8.4 STARTING BLOCKS 308
FIGURE 50 FACIAL RECOGNITION MARKET: COMPANY EVALUATION MATRIX FOR START-UPS/SMES, 2023 309
13.8.5 COMPETITIVE BENCHMARKING: START-UPS/SMES 310
13.8.5.1 Detailed list of key start-ups/SMEs 310
TABLE 432 FACIAL RECOGNITION MARKET: KEY START-UPS/SMES 310
13.8.5.2 Competitive benchmarking of key start-ups/SMEs 311
TABLE 433 FACIAL RECOGNITION MARKET: START-UPS/SMES VERTICAL FOOTPRINT 311
TABLE 434 FACIAL RECOGNITION MARKET: START-UPS/SMES REGIONAL FOOTPRINT 312
13.9 COMPETITIVE SCENARIO AND TRENDS 312
13.9.1 PRODUCT LAUNCHES 312
TABLE 435 FACIAL RECOGNITION MARKET: PRODUCT LAUNCHES, JANUARY 2021–FEBRUARY 2024 313
13.9.2 DEALS 314
TABLE 436 FACIAL RECOGNITION MARKET: DEALS, JANUARY 2021–FEBRUARY 2024 315
14 COMPANY PROFILES 318
14.1 KEY PLAYERS 318
(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 318
TABLE 437 NEC: COMPANY OVERVIEW 318
FIGURE 51 NEC: COMPANY SNAPSHOT 319
TABLE 438 NEC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 319
TABLE 439 NEC: PRODUCT LAUNCHES 322
TABLE 440 NEC: DEALS 323
14.1.2 MICROSOFT 325
TABLE 441 MICROSOFT: COMPANY OVERVIEW 325
FIGURE 52 MICROSOFT: COMPANY SNAPSHOT 326
TABLE 442 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 327
TABLE 443 MICROSOFT: PRODUCT LAUNCHES 327
TABLE 444 MICROSOFT: DEALS 328
14.1.3 THALES 330
TABLE 445 THALES: COMPANY OVERVIEW 330
FIGURE 53 THALES: COMPANY SNAPSHOT 330
TABLE 446 THALES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 331
TABLE 447 THALES: PRODUCT LAUNCHES 333
TABLE 448 THALES: DEALS 333
14.1.4 AWS 335
TABLE 449 AWS: COMPANY OVERVIEW 335
FIGURE 54 AWS: COMPANY SNAPSHOT 335
TABLE 450 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 336
TABLE 451 AWS: PRODUCT LAUNCHES 336
TABLE 452 AWS: DEALS 337
14.1.5 IDEMIA 339
TABLE 453 IDEMIA: COMPANY OVERVIEW 339
TABLE 454 IDEMIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 339
TABLE 455 IDEMIA: PRODUCT LAUNCHES 340
TABLE 456 IDEMIA: DEALS 341
14.1.6 AWARE 343
TABLE 457 AWARE: COMPANY OVERVIEW 343
FIGURE 55 AWARE: COMPANY SNAPSHOT 344
TABLE 458 AWARE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 344
TABLE 459 AWARE: PRODUCT LAUNCHES 346
TABLE 460 AWARE: DEALS 346
14.1.7 DAON 348
TABLE 461 DAON: COMPANY OVERVIEW 348
TABLE 462 DAON: PRODUCTS/SOLUTIONS/SERVICES OFFERED 348
TABLE 463 DAON: PRODUCT LAUNCHES 350
TABLE 464 DAON: DEALS 350
14.1.8 MEGVII 351
TABLE 465 MEGVII: COMPANY OVERVIEW 351
TABLE 466 MEGVII: PRODUCTS/SOLUTIONS/SERVICES OFFERED 351
TABLE 467 MEGVII: PRODUCT LAUNCHES 353
14.1.9 FACEPHI 354
TABLE 468 FACEPHI: COMPANY OVERVIEW 354
FIGURE 56 FACEPHI: COMPANY SNAPSHOT 355
TABLE 469 FACEPHI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 355
TABLE 470 FACEPHI: PRODUCT LAUNCHES 356
TABLE 471 FACEPHI: DEALS 357
14.1.10 HERTA SECURITY 358
TABLE 472 HERTA SECURITY: COMPANY OVERVIEW 358
TABLE 473 HERTA SECURITY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 358
TABLE 474 HERTA SECURITY: PRODUCT LAUNCHES 360
14.1.11 ONESPAN 361
TABLE 475 ONESPAN: COMPANY OVERVIEW 361
FIGURE 57 ONESPAN: COMPANY SNAPSHOT 361
TABLE 476 ONESPAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED 362
TABLE 477 ONESPAN: PRODUCT LAUNCHES 362
TABLE 478 ONESPAN: DEALS 363
14.1.12 Q3 TECHNOLOGIES 364
TABLE 479 Q3 TECHNOLOGIES: COMPANY OVERVIEW 364
TABLE 480 Q3 TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 364
14.1.13 NEUROTECHNOLOGY 365
TABLE 481 NEUROTECHNOLOGY: COMPANY OVERVIEW 365
TABLE 482 NEUROTECHNOLOGY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 365
TABLE 483 NEUROTECHNOLOGY: PRODUCT LAUNCHES 367
14.1.14 COGNITEC SYSTEMS 368
TABLE 484 COGNITEC SYSTEMS: COMPANY OVERVIEW 368
TABLE 485 COGNITEC SYSTEMS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 368
TABLE 486 COGNITEC SYSTEMS: PRODUCT LAUNCHES 370
TABLE 487 COGNITEC SYSTEMS: DEALS 370
14.2 OTHER PLAYERS 371
14.2.1 AYONIX 371
14.2.2 NVISO.AI 372
14.2.3 FACEFIRST 373
14.2.4 CLARIFAI 374
14.2.5 IPROOV 375
14.2.6 OOSTO 376
14.2.7 VISAGE TECHNOLOGY 377
14.2.8 PANGIAM 378
14.2.9 CLEARVIEW AI 379
14.2.10 CORSIGHT.AI 380
14.2.11 FACIA 381
14.2.12 VERIDIUM 382
*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 383
15.1 INTRODUCTION TO ADJACENT MARKETS 383
TABLE 488 ADJACENT MARKETS AND FORECASTS 383
15.1.1 LIMITATIONS 383
15.2 EMOTION DETECTION AND RECOGNITION MARKET 383
TABLE 489 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 384
TABLE 490 EMOTION DETECTION AND RECOGNITION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 384
TABLE 491 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2016–2021 (USD MILLION) 384
TABLE 492 EMOTION DETECTION AND RECOGNITION MARKET, BY SOFTWARE, 2022–2027 (USD MILLION) 385
TABLE 493 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2016–2021 (USD MILLION) 385
TABLE 494 EMOTION DETECTION AND RECOGNITION MARKET, BY APPLICATION AREA, 2022–2027 (USD MILLION) 385
TABLE 495 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2016–2021 (USD MILLION) 386
TABLE 496 EMOTION DETECTION AND RECOGNITION MARKET, BY END USER, 2022–2027 (USD MILLION) 386
TABLE 497 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2016–2021 (USD MILLION) 387
TABLE 498 EMOTION DETECTION AND RECOGNITION MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 387
TABLE 499 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2016–2021 (USD MILLION) 388
TABLE 500 EMOTION DETECTION AND RECOGNITION MARKET, BY REGION, 2022–2027 (USD MILLION) 388
15.3 CONTACTLESS BIOMETRICS MARKET 388
TABLE 501 CONTACTLESS BIOMETRICS MARKET, BY OFFERING, 2018–2021 (USD MILLION) 389
TABLE 502 CONTACTLESS BIOMETRICS MARKET, BY OFFERING, 2022–2027 (USD MILLION) 389
TABLE 503 CONTACTLESS BIOMETRICS MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 389
TABLE 504 CONTACTLESS BIOMETRICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 390
TABLE 505 CONTACTLESS BIOMETRICS MARKET, BY VERTICAL, 2018–2021 (USD MILLION) 390
TABLE 506 CONTACTLESS BIOMETRICS MARKET, BY VERTICAL, 2022–2027 (USD MILLION) 390
TABLE 507 CONTACTLESS BIOMETRICS MARKET, BY REGION, 2018–2021 (USD MILLION) 391
TABLE 508 CONTACTLESS BIOMETRICS MARKET, BY REGION, 2022–2027 (USD MILLION) 391
15.4 BIOMETRICS-AS-A-SERVICE MARKET 391
TABLE 509 BIOMETRICS-AS-A-SERVICE MARKET, BY OFFERING, 2014–2019 (USD MILLION) 391
TABLE 510 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY OFFERING, 2019–2025 (USD MILLION) 392
TABLE 511 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY OFFERING, 2019–2025 (USD MILLION) 392
TABLE 512 BIOMETRICS-AS-A-SERVICE SOLUTIONS MARKET, BY TYPE, 2014–2019 (USD MILLION) 392
TABLE 513 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE SOLUTIONS MARKET, BY TYPE, 2019–2025 (USD MILLION) 393
TABLE 514 POST-COVID-19: BIOMETRICS-AS-A-SERVICE SOLUTIONS MARKET, BY TYPE, 2019–2025 (USD MILLION) 393
TABLE 515 BIOMETRICS-AS-A-SERVICE MARKET, BY TRAIT, 2014–2019 (USD MILLION) 394
TABLE 516 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY TRAIT, 2019–2025 (USD MILLION) 394
TABLE 517 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY TRAIT, 2019–2025 (USD MILLION) 394
TABLE 518 BIOMETRICS-AS-A-SERVICE MARKET, BY MODALITY TYPE, 2014–2019 (USD MILLION) 394
TABLE 519 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY MODALITY TYPE, 2019–2025 (USD MILLION) 395
TABLE 520 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY MODALITY TYPE, 2019–2025 (USD MILLION) 395
TABLE 521 BIOMETRICS-AS-A-SERVICE MARKET, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION) 395
TABLE 522 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 395
TABLE 523 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 396
TABLE 524 BIOMETRICS-AS-A-SERVICE MARKET, BY VERTICAL, 2014–2019 (USD MILLION) 396
TABLE 525 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY VERTICAL, 2019–2025 (USD MILLION) 397
TABLE 526 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY VERTICAL, 2019–2025 (USD MILLION) 397
TABLE 527 BIOMETRICS-AS-A-SERVICE MARKET, BY REGION, 2014–2019 (USD MILLION) 398
TABLE 528 PRE-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY REGION, 2019–2025 (USD MILLION) 398
TABLE 529 POST-COVID-19: BIOMETRICS-AS-A-SERVICE MARKET, BY REGION, 2019–2025 (USD MILLION) 398
16 APPENDIX 399
16.1 DISCUSSION GUIDE 399
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 404
16.3 CUSTOMIZATION OPTIONS 406
16.4 RELATED REPORTS 406
16.5 AUTHOR DETAILS 407
❖ 世界の顔認証市場に関するよくある質問(FAQ) ❖
・顔認証の世界市場規模は？
→MarketsandMarkets社は2023年の顔認証の世界市場規模を63億米ドルと推定しています。
・顔認証の世界市場予測は？
→MarketsandMarkets社は2028年の顔認証の世界市場規模を134億米ドルと予測しています。
・顔認証市場の成長率は？
→MarketsandMarkets社は顔認証の世界市場が2023年～2028年に年平均16.3%成長すると予測しています。
・世界の顔認証市場における主要企業は？
→MarketsandMarkets社は「NEC（日本）、Microsoft（米国）、Thales（フランス）、AWS（米国）、IDEMIA（フランス）、Aware（米国）、Daon（アイルランド）、Megvii（中国）、Facephi（スペイン）、Herta Security（スペイン）、OneSpan（米国）、Q3 Technologies（米国）、Neurotechnology（リトアニア）、Cognitec Systems（ドイツ）、Ayonix（日本）、NVISO. ai（スイス）、FaceFirst（米国）、Clarifai（米国）、Iproov（英国）、Oosto（イスラエル）、Pangiam（米国）、Clearview AI（米国）、Corsight AI（イスラエル）、Facia（英国）、Veridium（米国）、Visage Technology（スウェーデン）など ...」をグローバル顔認証市場の主要企業として認識しています。
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