Global and United States Image Recognition Market Size, Status and Forecast 2021-2027
Table of Contents1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Image Recognition Market Size Growth Rate by Type: 2016 VS 2021 VS 2027
1.2.2 Code Recognition
1.2.3 Digital Image Processing
1.2.4 Facial Recognition
1.2.5 Object Recognition
1.2.6 Pattern Recognition
1.2.7 Optical Character Recognition
1.3 Market by Application
1.3.1 Global Image Recognition Market Share by Application: 2016 VS 2021 VS 2027
1.3.2 BFSI
1.3.3 Media & Entertainment
1.3.4 Retail & Consumer Goods
1.3.5 IT & Telecom
1.3.6 Government
1.3.7 Healthcare
1.3.8 Transportation & Logistics
1.3.9 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Image Recognition Market Perspective (2016-2027)
2.2 Image Recognition Growth Trends by Regions
2.2.1 Image Recognition Market Size by Regions: 2016 VS 2021 VS 2027
2.2.2 Image Recognition Historic Market Share by Regions (2016-2021)
2.2.3 Image Recognition Forecasted Market Size by Regions (2022-2027)
2.3 Image Recognition Industry Dynamic
2.3.1 Image Recognition Market Trends
2.3.2 Image Recognition Market Drivers
2.3.3 Image Recognition Market Challenges
2.3.4 Image Recognition Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Image Recognition Players by Revenue
3.1.1 Global Top Image Recognition Players by Revenue (2016-2021)
3.1.2 Global Image Recognition Revenue Market Share by Players (2016-2021)
3.2 Global Image Recognition Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.3 Players Covered: Ranking by Image Recognition Revenue
3.4 Global Image Recognition Market Concentration Ratio
3.4.1 Global Image Recognition Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Image Recognition Revenue in 2020
3.5 Image Recognition Key Players Head office and Area Served
3.6 Key Players Image Recognition Product Solution and Service
3.7 Date of Enter into Image Recognition Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Image Recognition Breakdown Data by Type
4.1 Global Image Recognition Historic Market Size by Type (2016-2021)
4.2 Global Image Recognition Forecasted Market Size by Type (2022-2027)
5 Image Recognition Breakdown Data by Application
5.1 Global Image Recognition Historic Market Size by Application (2016-2021)
5.2 Global Image Recognition Forecasted Market Size by Application (2022-2027)
6 North America
6.1 North America Image Recognition Market Size (2016-2027)
6.2 North America Image Recognition Market Size by Type
6.2.1 North America Image Recognition Market Size by Type (2016-2021)
6.2.2 North America Image Recognition Market Size by Type (2022-2027)
6.2.3 North America Image Recognition Market Size by Type (2016-2027)
6.3 North America Image Recognition Market Size by Application
6.3.1 North America Image Recognition Market Size by Application (2016-2021)
6.3.2 North America Image Recognition Market Size by Application (2022-2027)
6.3.3 North America Image Recognition Market Size by Application (2016-2027)
6.4 North America Image Recognition Market Size by Country
6.4.1 North America Image Recognition Market Size by Country (2016-2021)
6.4.2 North America Image Recognition Market Size by Country (2022-2027)
6.4.3 United States
6.4.4 Canada
7 Europe
7.1 Europe Image Recognition Market Size (2016-2027)
7.2 Europe Image Recognition Market Size by Type
7.2.1 Europe Image Recognition Market Size by Type (2016-2021)
7.2.2 Europe Image Recognition Market Size by Type (2022-2027)
7.2.3 Europe Image Recognition Market Size by Type (2016-2027)
7.3 Europe Image Recognition Market Size by Application
7.3.1 Europe Image Recognition Market Size by Application (2016-2021)
7.3.2 Europe Image Recognition Market Size by Application (2022-2027)
7.3.3 Europe Image Recognition Market Size by Application (2016-2027)
7.4 Europe Image Recognition Market Size by Country
7.4.1 Europe Image Recognition Market Size by Country (2016-2021)
7.4.2 Europe Image Recognition Market Size by Country (2022-2027)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic
8 Asia-Pacific
8.1 Asia-Pacific Image Recognition Market Size (2016-2027)
8.2 Asia-Pacific Image Recognition Market Size by Type
8.2.1 Asia-Pacific Image Recognition Market Size by Type (2016-2021)
8.2.2 Asia-Pacific Image Recognition Market Size by Type (2022-2027)
8.2.3 Asia-Pacific Image Recognition Market Size by Type (2016-2027)
8.3 Asia-Pacific Image Recognition Market Size by Application
8.3.1 Asia-Pacific Image Recognition Market Size by Application (2016-2021)
8.3.2 Asia-Pacific Image Recognition Market Size by Application (2022-2027)
8.3.3 Asia-Pacific Image Recognition Market Size by Application (2016-2027)
8.4 Asia-Pacific Image Recognition Market Size by Region
8.4.1 Asia-Pacific Image Recognition Market Size by Region (2016-2021)
8.4.2 Asia-Pacific Image Recognition Market Size by Region (2022-2027)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America Image Recognition Market Size (2016-2027)
9.2 Latin America Image Recognition Market Size by Type
9.2.1 Latin America Image Recognition Market Size by Type (2016-2021)
9.2.2 Latin America Image Recognition Market Size by Type (2022-2027)
9.2.3 Latin America Image Recognition Market Size by Type (2016-2027)
9.3 Latin America Image Recognition Market Size by Application
9.3.1 Latin America Image Recognition Market Size by Application (2016-2021)
9.3.2 Latin America Image Recognition Market Size by Application (2022-2027)
9.3.3 Latin America Image Recognition Market Size by Application (2016-2027)
9.4 Latin America Image Recognition Market Size by Country
9.4.1 Latin America Image Recognition Market Size by Country (2016-2021)
9.4.2 Latin America Image Recognition Market Size by Country (2022-2027)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Image Recognition Market Size (2016-2027)
10.2 Middle East & Africa Image Recognition Market Size by Type
10.2.1 Middle East & Africa Image Recognition Market Size by Type (2016-2021)
10.2.2 Middle East & Africa Image Recognition Market Size by Type (2022-2027)
10.2.3 Middle East & Africa Image Recognition Market Size by Type (2016-2027)
10.3 Middle East & Africa Image Recognition Market Size by Application
10.3.1 Middle East & Africa Image Recognition Market Size by Application (2016-2021)
10.3.2 Middle East & Africa Image Recognition Market Size by Application (2022-2027)
10.3.3 Middle East & Africa Image Recognition Market Size by Application (2016-2027)
10.4 Middle East & Africa Image Recognition Market Size by Country
10.4.1 Middle East & Africa Image Recognition Market Size by Country (2016-2021)
10.4.2 Middle East & Africa Image Recognition Market Size by Country (2022-2027)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 Qualcomm
11.1.1 Qualcomm Company Details
11.1.2 Qualcomm Business Overview
11.1.3 Qualcomm Image Recognition Introduction
11.1.4 Qualcomm Revenue in Image Recognition Business (2016-2021)
11.1.5 Qualcomm Recent Development
11.2 NEC
11.2.1 NEC Company Details
11.2.2 NEC Business Overview
11.2.3 NEC Image Recognition Introduction
11.2.4 NEC Revenue in Image Recognition Business (2016-2021)
11.2.5 NEC Recent Development
11.3 Google
11.3.1 Google Company Details
11.3.2 Google Business Overview
11.3.3 Google Image Recognition Introduction
11.3.4 Google Revenue in Image Recognition Business (2016-2021)
11.3.5 Google Recent Development
11.4 LTU Technologies
11.4.1 LTU Technologies Company Details
11.4.2 LTU Technologies Business Overview
11.4.3 LTU Technologies Image Recognition Introduction
11.4.4 LTU Technologies Revenue in Image Recognition Business (2016-2021)
11.4.5 LTU Technologies Recent Development
11.5 Catchoom Technologies
11.5.1 Catchoom Technologies Company Details
11.5.2 Catchoom Technologies Business Overview
11.5.3 Catchoom Technologies Image Recognition Introduction
11.5.4 Catchoom Technologies Revenue in Image Recognition Business (2016-2021)
11.5.5 Catchoom Technologies Recent Development
11.6 Honeywell
11.6.1 Honeywell Company Details
11.6.2 Honeywell Business Overview
11.6.3 Honeywell Image Recognition Introduction
11.6.4 Honeywell Revenue in Image Recognition Business (2016-2021)
11.6.5 Honeywell Recent Development
11.7 Hitachi
11.7.1 Hitachi Company Details
11.7.2 Hitachi Business Overview
11.7.3 Hitachi Image Recognition Introduction
11.7.4 Hitachi Revenue in Image Recognition Business (2016-2021)
11.7.5 Hitachi Recent Development
11.8 Slyce
11.8.1 Slyce Company Details
11.8.2 Slyce Business Overview
11.8.3 Slyce Image Recognition Introduction
11.8.4 Slyce Revenue in Image Recognition Business (2016-2021)
11.8.5 Slyce Recent Development
11.9 Wikitude
11.9.1 Wikitude Company Details
11.9.2 Wikitude Business Overview
11.9.3 Wikitude Image Recognition Introduction
11.9.4 Wikitude Revenue in Image Recognition Business (2016-2021)
11.9.5 Wikitude Recent Development
11.10 Attrasoft
11.10.1 Attrasoft Company Details
11.10.2 Attrasoft Business Overview
11.10.3 Attrasoft Image Recognition Introduction
11.10.4 Attrasoft Revenue in Image Recognition Business (2016-2021)
11.10.5 Attrasoft Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of TablesTable 1. Global Image Recognition Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
Table 2. Key Players of Code Recognition
Table 3. Key Players of Digital Image Processing
Table 4. Key Players of Facial Recognition
Table 5. Key Players of Object Recognition
Table 6. Key Players of Pattern Recognition
Table 7. Key Players of Optical Character Recognition
Table 8. Global Image Recognition Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
Table 9. Global Image Recognition Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
Table 10. Global Image Recognition Market Size by Regions (2016-2021) & (US$ Million)
Table 11. Global Image Recognition Market Share by Regions (2016-2021)
Table 12. Global Image Recognition Forecasted Market Size by Regions (2022-2027) & (US$ Million)
Table 13. Global Image Recognition Market Share by Regions (2022-2027)
Table 14. Image Recognition Market Trends
Table 15. Image Recognition Market Drivers
Table 16. Image Recognition Market Challenges
Table 17. Image Recognition Market Restraints
Table 18. Global Image Recognition Revenue by Players (2016-2021) & (US$ Million)
Table 19. Global Image Recognition Market Share by Players (2016-2021)
Table 20. Global Top Image Recognition Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Image Recognition as of 2020)
Table 21. Ranking of Global Top Image Recognition Companies by Revenue (US$ Million) in 2020
Table 22. Global 5 Largest Players Market Share by Image Recognition Revenue (CR5 and HHI) & (2016-2021)
Table 23. Key Players Headquarters and Area Served
Table 24. Key Players Image Recognition Product Solution and Service
Table 25. Date of Enter into Image Recognition Market
Table 26. Mergers & Acquisitions, Expansion Plans
Table 27. Global Image Recognition Market Size by Type (2016-2021) (US$ Million)
Table 28. Global Image Recognition Revenue Market Share by Type (2016-2021)
Table 29. Global Image Recognition Forecasted Market Size by Type (2022-2027) (US$ Million)
Table 30. Global Image Recognition Revenue Market Share by Type (2022-2027) & (US$ Million)
Table 31. Global Image Recognition Market Size Share by Application (2016-2021) & (US$ Million)
Table 32. Global Image Recognition Revenue Market Share by Application (2016-2021)
Table 33. Global Image Recognition Forecasted Market Size by Application (2022-2027) (US$ Million)
Table 34. Global Image Recognition Revenue Market Share by Application (2022-2027) & (US$ Million)
Table 35. North America Image Recognition Market Size by Type (2016-2021) (US$ Million)
Table 36. North America Image Recognition Market Size by Type (2022-2027) & (US$ Million)
Table 37. North America Image Recognition Market Size by Application (2016-2021) (US$ Million)
Table 38. North America Image Recognition Market Size by Application (2022-2027) & (US$ Million)
Table 39. North America Image Recognition Market Size by Country (2016-2021) & (US$ Million)
Table 40. North America Image Recognition Market Size by Country (2022-2027) & (US$ Million)
Table 41. Europe Image Recognition Market Size by Type (2016-2021) (US$ Million)
Table 42. Europe Image Recognition Market Size by Type (2022-2027) & (US$ Million)
Table 43. Europe Image Recognition Market Size by Application (2016-2021) (US$ Million)
Table 44. Europe Image Recognition Market Size by Application (2022-2027) & (US$ Million)
Table 45. Europe Image Recognition Market Size by Country (2016-2021) & (US$ Million)
Table 46. Europe Image Recognition Market Size by Country (2022-2027) & (US$ Million)
Table 47. Asia-Pacific Image Recognition Market Size by Type (2016-2021) (US$ Million)
Table 48. Asia-Pacific Image Recognition Market Size by Type (2022-2027) & (US$ Million)
Table 49. Asia-Pacific Image Recognition Market Size by Application (2016-2021) (US$ Million)
Table 50. Asia-Pacific Image Recognition Market Size by Application (2022-2027) & (US$ Million)
Table 51. Asia-Pacific Image Recognition Market Size by Region (2016-2021) & (US$ Million)
Table 52. Asia-Pacific Image Recognition Market Size by Region (2022-2027) & (US$ Million)
Table 53. Latin America Image Recognition Market Size by Type (2016-2021) (US$ Million)
Table 54. Latin America Image Recognition Market Size by Type (2022-2027) & (US$ Million)
Table 55. Latin America Image Recognition Market Size by Application (2016-2021) (US$ Million)
Table 56. Latin America Image Recognition Market Size by Application (2022-2027) & (US$ Million)
Table 57. Latin America Image Recognition Market Size by Country (2016-2021) & (US$ Million)
Table 58. Latin America Image Recognition Market Size by Country (2022-2027) & (US$ Million)
Table 59. Middle East & Africa Image Recognition Market Size by Type (2016-2021) (US$ Million)
Table 60. Middle East & Africa Image Recognition Market Size by Type (2022-2027) & (US$ Million)
Table 61. Middle East & Africa Image Recognition Market Size by Application (2016-2021) (US$ Million)
Table 62. Middle East & Africa Image Recognition Market Size by Application (2022-2027) & (US$ Million)
Table 63. Middle East & Africa Image Recognition Market Size by Country (2016-2021) & (US$ Million)
Table 64. Middle East & Africa Image Recognition Market Size by Country (2022-2027) & (US$ Million)
Table 65. Qualcomm Company Details
Table 66. Qualcomm Business Overview
Table 67. Qualcomm Image Recognition Product
Table 68. Qualcomm Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 69. Qualcomm Recent Development
Table 70. NEC Company Details
Table 71. NEC Business Overview
Table 72. NEC Image Recognition Product
Table 73. NEC Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 74. NEC Recent Development
Table 75. Google Company Details
Table 76. Google Business Overview
Table 77. Google Image Recognition Product
Table 78. Google Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 79. Google Recent Development
Table 80. LTU Technologies Company Details
Table 81. LTU Technologies Business Overview
Table 82. LTU Technologies Image Recognition Product
Table 83. LTU Technologies Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 84. LTU Technologies Recent Development
Table 85. Catchoom Technologies Company Details
Table 86. Catchoom Technologies Business Overview
Table 87. Catchoom Technologies Image Recognition Product
Table 88. Catchoom Technologies Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 89. Catchoom Technologies Recent Development
Table 90. Honeywell Company Details
Table 91. Honeywell Business Overview
Table 92. Honeywell Image Recognition Product
Table 93. Honeywell Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 94. Honeywell Recent Development
Table 95. Hitachi Company Details
Table 96. Hitachi Business Overview
Table 97. Hitachi Image Recognition Product
Table 98. Hitachi Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 99. Hitachi Recent Development
Table 100. Slyce Company Details
Table 101. Slyce Business Overview
Table 102. Slyce Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 103. Slyce Recent Development
Table 104. Wikitude Company Details
Table 105. Wikitude Business Overview
Table 106. Wikitude Image Recognition Product
Table 107. Wikitude Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 108. Wikitude Recent Development
Table 109. Attrasoft Company Details
Table 110. Attrasoft Business Overview
Table 111. Attrasoft Image Recognition Product
Table 112. Attrasoft Revenue in Image Recognition Business (2016-2021) & (US$ Million)
Table 113. Attrasoft Recent Development
Table 114. Research Programs/Design for This Report
Table 115. Key Data Information from Secondary Sources
Table 116. Key Data Information from Primary Sources
List of FiguresFigure 1. Global Image Recognition Market Share by Type: 2020 VS 2027
Figure 2. Code Recognition Features
Figure 3. Digital Image Processing Features
Figure 4. Facial Recognition Features
Figure 5. Object Recognition Features
Figure 6. Pattern Recognition Features
Figure 7. Optical Character Recognition Features
Figure 8. Global Image Recognition Market Share by Application: 2020 VS 2027
Figure 9. BFSI Case Studies
Figure 10. Media & Entertainment Case Studies
Figure 11. Retail & Consumer Goods Case Studies
Figure 12. IT & Telecom Case Studies
Figure 13. Government Case Studies
Figure 14. Healthcare Case Studies
Figure 15. Transportation & Logistics Case Studies
Figure 16. Others Case Studies
Figure 17. Image Recognition Report Years Considered
Figure 18. Global Image Recognition Market Size (US$ Million), Year-over-Year: 2016-2027
Figure 19. Global Image Recognition Market Size (US$ Million), 2016 VS 2021 VS 2027
Figure 20. Global Image Recognition Market Share by Regions: 2020 VS 2027
Figure 21. Global Image Recognition Market Share by Regions (2022-2027)
Figure 22. Global Image Recognition Market Share by Players in 2020
Figure 23. Global Top Image Recognition Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Image Recognition as of 2020
Figure 24. The Top 10 and 5 Players Market Share by Image Recognition Revenue in 2020
Figure 25. Global Image Recognition Revenue Market Share by Type (2016-2021)
Figure 26. Global Image Recognition Revenue Market Share by Type (2022-2027)
Figure 27. North America Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 28. North America Image Recognition Market Share by Type (2016-2027)
Figure 29. North America Image Recognition Market Share by Application (2016-2027)
Figure 30. North America Image Recognition Market Share by Country (2016-2027)
Figure 31. United States Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 32. Canada Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 33. Europe Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 34. Europe Image Recognition Market Share by Type (2016-2027)
Figure 35. Europe Image Recognition Market Share by Application (2016-2027)
Figure 36. Europe Image Recognition Market Share by Country (2016-2027)
Figure 37. Germany Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 38. France Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 39. U.K. Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 40. Italy Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 41. Russia Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 42. Nordic Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 43. Asia-Pacific Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 44. Asia-Pacific Image Recognition Market Share by Type (2016-2027)
Figure 45. Asia-Pacific Image Recognition Market Share by Application (2016-2027)
Figure 46. Asia-Pacific Image Recognition Market Share by Region (2016-2027)
Figure 47. China Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 48. Japan Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 49. South Korea Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 50. Southeast Asia Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 51. India Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 52. Australia Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 53. Latin America Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 54. Latin America Image Recognition Market Share by Type (2016-2027)
Figure 55. Latin America Image Recognition Market Share by Application (2016-2027)
Figure 56. Latin America Image Recognition Market Share by Country (2016-2027)
Figure 57. Mexico Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 58. Brazil Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 59. Middle East & Africa Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 60. Middle East & Africa Image Recognition Market Share by Type (2016-2027)
Figure 61. Middle East & Africa Image Recognition Market Share by Application (2016-2027)
Figure 62. Middle East & Africa Image Recognition Market Share by Country (2016-2027)
Figure 63. Turkey Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 64. Saudi Arabia Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 65. UAE Image Recognition Market Size YoY Growth (2016-2027) & (US$ Million)
Figure 66. Qualcomm Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 67. NEC Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 68. Google Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 69. LTU Technologies Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 70. Catchoom Technologies Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 71. Honeywell Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 72. Hitachi Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 73. Slyce Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 74. Wikitude Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 75. Attrasoft Revenue Growth Rate in Image Recognition Business (2016-2021)
Figure 76. Bottom-up and Top-down Approaches for This Report
Figure 77. Data Triangulation
Figure 78. Key Executives Interviewed