PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1209876
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1209876
Traffic Sign Recognition Market Forecasts to 2028 - Global Analysis By Vehicle Type, Traffic Sign Detection, Type, Application (Cropped and Extract Features, Separation, Support Vector Machine, Blurring and Template matching) and Geography
According to Stratistics MRC, the Global Traffic Sign Recognition Market is accounted for $37.81 million in 2022 and is expected to reach $52.13 million by 2028 growing at a CAGR of 5.5% during the forecast period. A vehicle can recognise traffic signs installed on the road, such as those that indicate "speed limit," "children," or "turn ahead," due to a technology called traffic-sign recognition (TSR). This is a component of the ADAS features. Several automobile suppliers are relying on the technology. To identify the traffic signs, it makes use of image processing techniques. The market's expansion is dependent on a variety of factors, including the nation's efforts to enhance transportation infrastructure, rapid urbanisation, and an increased emphasis on traffic safety regulations.
According to the World Health Organization, nearly 1.25 million deaths occur due to road accidents, annually. The efforts of various governments to reduce fatalities from road accidents have led to increased safety standards in new vehicles.
Market Dynamics:
Driver:
Growing Demand for Autonomous Vehicles
As the need for autonomous vehicles increases and semi-autonomous vehicle development is anticipated to continue through the end of this decade, traffic signal recognition is being driven by this trend. During the projected period, it is anticipated that more urban autopilot systems will be implemented, resulting in fully autonomous vehicles. Up to 80% few people will die due to traffic accidents as a result of these improvements.
Restraint:
High Cost impeding the market growth
The installation and maintenance of nonintrusive sensors, such as image sensors, microwave sensors, and acoustic sensors, may not significantly affect the flow of traffic, and the cost of nonintrusive sensors is high in comparison to cutting-edge technologies for roads, such as inductive loops, which provide precise measurements of traffic flow. High costs impede wide distribution and restrict the use of nonintrusive sensors to acquire traffic information, reducing the demand for installing traffic sensors in cars. This is projected to further hinder the growth of the market during the projection period.
Opportunity:
Rising Safety Concerns
Increasing on-road vehicle traffic has led to an increase in traffic accidents. As there is a lot of traffic, the driver typically misses some of the traffic signs on the road because of the congestion caused by other vehicles, which can frequently result in fatal accidents. Driver distraction is a major factor in the majority of these accidents. To inform drivers and tackle this safety concern, automakers are installing their vehicles with traffic sign recognition technology. Therefore, the global market for traffic sign recognition systems is being driven by growing integration in vehicles and rising safety concerns.
Threat:
Improving the regulation of traffic flows
From the perspective of the nation's economic development, it is believed that increasing traffic flow will assist the country's economy since roads are the most essential form of transportation in the world. The key factors affecting a country's growth are efficient traffic, pedestrian and automobile safety, and economic expansion. Furthermore, traffic lights being connected is one of several road safety measures and solutions being explored to improve traffic flow.
COVID-19 Impact:
The COVID-19 outbreak reduced vehicle production and sales, which in turn reduced demand for traffic sign recognition technology. However, due to the relief methods introduced by governments to support the automotive industry, these solutions are anticipated to have considerable demand in the post-COVID phase. The supply-demand gap has increased as a result of the lockdown that has been implemented in a majority of nations' transportation systems, which has adversely affected both domestic and international supply chains. Therefore, inadequate raw material supply is anticipated to slow down the manufacturing rate of road assistance and recognition systems, which would have a negative impact on the market's expansion.
The passenger cars segment is expected to be the largest during the forecast period
Passenger car segment is expected to have the largest market share during the forecast period owing to factors such as the increased demand for luxury cars in the passenger vehicle segment and the rising consumer disposable income will fuel the expansion of the worldwide TSR market in the passenger vehicle segment. Additionally, advanced driver assistance system (ADAS) technology, which is primarily focused on collision avoidance technologies (such as lane departure warnings and blind-spot applications), is available in these high-end passenger automobiles. Furthermore, in order to provide solutions that would enable their vehicles to interpret traffic signs intelligently, manufacturers of passenger vehicles are collaborating with tech firms.
The radar sensor segment is expected to have the highest CAGR during the forecast period
Due to the use of radar sensors in multiple frameworks, including adaptive cruise control systems, etc., as well as the rise in the number of accidents and increased safety awareness, the radar sensor segment is expected to grow at the highest CAGR during the projection period, particularly in China, the US, and major European nations. Furthermore, the market players' increased R&D on traffic sign recognition sensors is anticipated to help this segment in the coming years.
Region with largest share:
Due to the increasing demand for Advanced Driver Assistance Systems (ADAS) features in both commercial and passenger vehicles, North America holds a largest share of the global market for traffic signal recognition. Furthermore, the region's increasing car safety rules are another aspect boosting the market for traffic signal recognition. Further enhancing the position held by North America in the global traffic sign recognition system market is expected to be ongoing smart city initiatives with digital infrastructure that connects with automobiles.
Region with highest CAGR:
Owing to an increase in the sales and manufacturing of passenger cars, Asia-Pacific is expected to have a lucrative growth during the forecast period in the market for traffic sign recognition systems. Furthermore, the automobile industry's rapid adoption of cutting-edge technology and government regulations to promote safety and reduce accidents are fueling the market's expansion in this region.
Key players in the market
Some of the key players in Traffic Sign Recognition market include Continental AG, Ford Motor Company, Toshiba Corporation, Mobileye Corporation, DENSO Corporation, HELLA GmbH & Co. KGaA, Robert Bosch GmbH, ZF Friedrichshafen, Delphi Automotive and Daimler
Key Developments:
In April, 2021, Denso Corporation developed advanced driver assistance products for new Lexus LS, and Toyota Mirai.
Vehicle Types Covered:
- Commercial Vehicle
- Passenger Cars
- Hatchback
- Sedan
- Buses & Coaches
- Utility Vehicle
- Trucks
Traffic Sign Detections Covered:
- Shape-based Detection
- Color-based Detection
- Feature-based Detection
Types Covered:
- RFID-based
- Vision-based
- Radar Sensor
Applications Covered:
- Cropped and Extract Features
- Separation
- Support Vector Machine (SVM)
- Blurring
- Template matching
Regions Covered:
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 Application Analysis
- 3.7 Emerging Markets
- 3.8 Impact of Covid-19
4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
5 Global Traffic Sign Recognition Market, By Vehicle Type
- 5.1 Introduction
- 5.2 Commercial Vehicle
- 5.2.1 Light Commercial Vehicles
- 5.2.2 Heavy Commercial Vehicles
- 5.3 Passenger Cars
- 5.4 Hatchback
- 5.5 Sedan
- 5.6 Buses & Coaches
- 5.7 Utility Vehicle
- 5.8 Trucks
6 Global Traffic Sign Recognition Market, By Traffic Sign Detection
- 6.1 Introduction
- 6.2 Shape-based Detection
- 6.3 Color-based Detection
- 6.4 Feature-based Detection
7 Global Traffic Sign Recognition Market, By Type
- 7.1 Introduction
- 7.2 RFID-based
- 7.3 Vision-based
- 7.4 Radar Sensor
8 Global Traffic Sign Recognition Market, By Application
- 8.1 Introduction
- 8.2 Cropped and Extract Features
- 8.3 Separation
- 8.4 Support Vector Machine (SVM)
- 8.5 Blurring
- 8.6 Template matching
9 Global Traffic Sign Recognition Market, By Geography
- 9.1 Introduction
- 9.2 North America
- 9.2.1 US
- 9.2.2 Canada
- 9.2.3 Mexico
- 9.3 Europe
- 9.3.1 Germany
- 9.3.2 UK
- 9.3.3 Italy
- 9.3.4 France
- 9.3.5 Spain
- 9.3.6 Rest of Europe
- 9.4 Asia Pacific
- 9.4.1 Japan
- 9.4.2 China
- 9.4.3 India
- 9.4.4 Australia
- 9.4.5 New Zealand
- 9.4.6 South Korea
- 9.4.7 Rest of Asia Pacific
- 9.5 South America
- 9.5.1 Argentina
- 9.5.2 Brazil
- 9.5.3 Chile
- 9.5.4 Rest of South America
- 9.6 Middle East & Africa
- 9.6.1 Saudi Arabia
- 9.6.2 UAE
- 9.6.3 Qatar
- 9.6.4 South Africa
- 9.6.5 Rest of Middle East & Africa
10 Key Developments
- 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 10.2 Acquisitions & Mergers
- 10.3 New Product Launch
- 10.4 Expansions
- 10.5 Other Key Strategies
11 Company Profiling
- 11.1 Continental AG
- 11.2 Ford Motor Company
- 11.3 Toshiba Corporation
- 11.4 Mobileye Corporation
- 11.5 DENSO Corporation
- 11.6 HELLA GmbH & Co. KGaA
- 11.7 Robert Bosch GmbH
- 11.8 ZF Friedrichshafen
- 11.9 Delphi Automotive
- 11.10 Daimler
List of Tables
- Table 1 Global Traffic Sign Recognition Market Outlook, By Region (2020-2028) ($MN)
- Table 2 Global Traffic Sign Recognition Market Outlook, By Vehicle Type (2020-2028) ($MN)
- Table 3 Global Traffic Sign Recognition Market Outlook, By Commercial Vehicle (2020-2028) ($MN)
- Table 4 Global Traffic Sign Recognition Market Outlook, By Light Commercial Vehicles (2020-2028) ($MN)
- Table 5 Global Traffic Sign Recognition Market Outlook, By Heavy Commercial Vehicles (2020-2028) ($MN)
- Table 6 Global Traffic Sign Recognition Market Outlook, By Passenger Cars (2020-2028) ($MN)
- Table 7 Global Traffic Sign Recognition Market Outlook, By Hatchback (2020-2028) ($MN)
- Table 8 Global Traffic Sign Recognition Market Outlook, By Sedan (2020-2028) ($MN)
- Table 9 Global Traffic Sign Recognition Market Outlook, By Buses & Coaches (2020-2028) ($MN)
- Table 10 Global Traffic Sign Recognition Market Outlook, By Utility Vehicle (2020-2028) ($MN)
- Table 11 Global Traffic Sign Recognition Market Outlook, By Trucks (2020-2028) ($MN)
- Table 12 Global Traffic Sign Recognition Market Outlook, By Traffic Sign Detection (2020-2028) ($MN)
- Table 13 Global Traffic Sign Recognition Market Outlook, By Shape-based Detection (2020-2028) ($MN)
- Table 14 Global Traffic Sign Recognition Market Outlook, By Color-based Detection (2020-2028) ($MN)
- Table 15 Global Traffic Sign Recognition Market Outlook, By Feature-based Detection (2020-2028) ($MN)
- Table 16 Global Traffic Sign Recognition Market Outlook, By Type (2020-2028) ($MN)
- Table 17 Global Traffic Sign Recognition Market Outlook, By RFID-based (2020-2028) ($MN)
- Table 18 Global Traffic Sign Recognition Market Outlook, By Vision-based (2020-2028) ($MN)
- Table 19 Global Traffic Sign Recognition Market Outlook, By Radar Sensor (2020-2028) ($MN)
- Table 20 Global Traffic Sign Recognition Market Outlook, By Application (2020-2028) ($MN)
- Table 21 Global Traffic Sign Recognition Market Outlook, By Cropped and Extract Features (2020-2028) ($MN)
- Table 22 Global Traffic Sign Recognition Market Outlook, By Separation (2020-2028) ($MN)
- Table 23 Global Traffic Sign Recognition Market Outlook, By Support Vector Machine (SVM) (2020-2028) ($MN)
- Table 24 Global Traffic Sign Recognition Market Outlook, By Blurring (2020-2028) ($MN)
- Table 25 Global Traffic Sign Recognition Market Outlook, By Template matching (2020-2028) ($MN)
- Table 26 North America Traffic Sign Recognition Market Outlook, By Country (2020-2028) ($MN)
- Table 27 North America Traffic Sign Recognition Market Outlook, By Vehicle Type (2020-2028) ($MN)
- Table 28 North America Traffic Sign Recognition Market Outlook, By Commercial Vehicle (2020-2028) ($MN)
- Table 29 North America Traffic Sign Recognition Market Outlook, By Light Commercial Vehicles (2020-2028) ($MN)
- Table 30 North America Traffic Sign Recognition Market Outlook, By Heavy Commercial Vehicles (2020-2028) ($MN)
- Table 31 North America Traffic Sign Recognition Market Outlook, By Passenger Cars (2020-2028) ($MN)
- Table 32 North America Traffic Sign Recognition Market Outlook, By Hatchback (2020-2028) ($MN)
- Table 33 North America Traffic Sign Recognition Market Outlook, By Sedan (2020-2028) ($MN)
- Table 34 North America Traffic Sign Recognition Market Outlook, By Buses & Coaches (2020-2028) ($MN)
- Table 35 North America Traffic Sign Recognition Market Outlook, By Utility Vehicle (2020-2028) ($MN)
- Table 36 North America Traffic Sign Recognition Market Outlook, By Trucks (2020-2028) ($MN)
- Table 37 North America Traffic Sign Recognition Market Outlook, By Traffic Sign Detection (2020-2028) ($MN)
- Table 38 North America Traffic Sign Recognition Market Outlook, By Shape-based Detection (2020-2028) ($MN)
- Table 39 North America Traffic Sign Recognition Market Outlook, By Color-based Detection (2020-2028) ($MN)
- Table 40 North America Traffic Sign Recognition Market Outlook, By Feature-based Detection (2020-2028) ($MN)
- Table 41 North America Traffic Sign Recognition Market Outlook, By Type (2020-2028) ($MN)
- Table 42 North America Traffic Sign Recognition Market Outlook, By RFID-based (2020-2028) ($MN)
- Table 43 North America Traffic Sign Recognition Market Outlook, By Radar Sensor (2020-2028) ($MN)
- Table 44 North America Traffic Sign Recognition Market Outlook, By Vision-based (2020-2028) ($MN)
- Table 45 North America Traffic Sign Recognition Market Outlook, By Application (2020-2028) ($MN)
- Table 46 North America Traffic Sign Recognition Market Outlook, By Cropped and Extract Features (2020-2028) ($MN)
- Table 47 North America Traffic Sign Recognition Market Outlook, By Separation (2020-2028) ($MN)
- Table 48 North America Traffic Sign Recognition Market Outlook, By Support Vector Machine (SVM) (2020-2028) ($MN)
- Table 49 North America Traffic Sign Recognition Market Outlook, By Blurring (2020-2028) ($MN)
- Table 50 North America Traffic Sign Recognition Market Outlook, By Template matching (2020-2028) ($MN)
- Table 51 Europe Traffic Sign Recognition Market Outlook, By Country (2020-2028) ($MN)
- Table 52 Europe Traffic Sign Recognition Market Outlook, By Vehicle Type (2020-2028) ($MN)
- Table 53 Europe Traffic Sign Recognition Market Outlook, By Commercial Vehicle (2020-2028) ($MN)
- Table 54 Europe Traffic Sign Recognition Market Outlook, By Light Commercial Vehicles (2020-2028) ($MN)
- Table 55 Europe Traffic Sign Recognition Market Outlook, By Heavy Commercial Vehicles (2020-2028) ($MN)
- Table 56 Europe Traffic Sign Recognition Market Outlook, By Passenger Cars (2020-2028) ($MN)
- Table 57 Europe Traffic Sign Recognition Market Outlook, By Hatchback (2020-2028) ($MN)
- Table 58 Europe Traffic Sign Recognition Market Outlook, By Sedan (2020-2028) ($MN)
- Table 59 Europe Traffic Sign Recognition Market Outlook, By Buses & Coaches (2020-2028) ($MN)
- Table 60 Europe Traffic Sign Recognition Market Outlook, By Utility Vehicle (2020-2028) ($MN)
- Table 61 Europe Traffic Sign Recognition Market Outlook, By Trucks (2020-2028) ($MN)
- Table 62 Europe Traffic Sign Recognition Market Outlook, By Traffic Sign Detection (2020-2028) ($MN)
- Table 63 Europe Traffic Sign Recognition Market Outlook, By Shape-based Detection (2020-2028) ($MN)
- Table 64 Europe Traffic Sign Recognition Market Outlook, By Color-based Detection (2020-2028) ($MN)
- Table 65 Europe Traffic Sign Recognition Market Outlook, By Feature-based Detection (2020-2028) ($MN)
- Table 66 Europe Traffic Sign Recognition Market Outlook, By Type (2020-2028) ($MN)
- Table 67 Europe Traffic Sign Recognition Market Outlook, By RFID-based (2020-2028) ($MN)
- Table 68 Europe Traffic Sign Recognition Market Outlook, By Vision-based (2020-2028) ($MN)
- Table 69 Europe Traffic Sign Recognition Market Outlook, By Radar Sensor (2020-2028) ($MN)
- Table 70 Europe Traffic Sign Recognition Market Outlook, By Application (2020-2028) ($MN)
- Table 71 Europe Traffic Sign Recognition Market Outlook, By Cropped and Extract Features (2020-2028) ($MN)
- Table 72 Europe Traffic Sign Recognition Market Outlook, By Separation (2020-2028) ($MN)
- Table 73 Europe Traffic Sign Recognition Market Outlook, By Support Vector Machine (SVM) (2020-2028) ($MN)
- Table 74 Europe Traffic Sign Recognition Market Outlook, By Blurring (2020-2028) ($MN)
- Table 75 Europe Traffic Sign Recognition Market Outlook, By Template matching (2020-2028) ($MN)
- Table 76 Asia Pacific Traffic Sign Recognition Market Outlook, By Country (2020-2028) ($MN)
- Table 77 Asia Pacific Traffic Sign Recognition Market Outlook, By Vehicle Type (2020-2028) ($MN)
- Table 78 Asia Pacific Traffic Sign Recognition Market Outlook, By Commercial Vehicle (2020-2028) ($MN)
- Table 79 Asia Pacific Traffic Sign Recognition Market Outlook, By Light Commercial Vehicles (2020-2028) ($MN)
- Table 80 Asia Pacific Traffic Sign Recognition Market Outlook, By Heavy Commercial Vehicles (2020-2028) ($MN)
- Table 81 Asia Pacific Traffic Sign Recognition Market Outlook, By Passenger Cars (2020-2028) ($MN)
- Table 82 Asia Pacific Traffic Sign Recognition Market Outlook, By Hatchback (2020-2028) ($MN)
- Table 83 Asia Pacific Traffic Sign Recognition Market Outlook, By Sedan (2020-2028) ($MN)
- Table 84 Asia Pacific Traffic Sign Recognition Market Outlook, By Buses & Coaches (2020-2028) ($MN)
- Table 85 Asia Pacific Traffic Sign Recognition Market Outlook, By Utility Vehicle (2020-2028) ($MN)
- Table 86 Asia Pacific Traffic Sign Recognition Market Outlook, By Trucks (2020-2028) ($MN)
- Table 87 Asia Pacific Traffic Sign Recognition Market Outlook, By Traffic Sign Detection (2020-2028) ($MN)
- Table 88 Asia Pacific Traffic Sign Recognition Market Outlook, By Shape-based Detection (2020-2028) ($MN)
- Table 89 Asia Pacific Traffic Sign Recognition Market Outlook, By Color-based Detection (2020-2028) ($MN)
- Table 90 Asia Pacific Traffic Sign Recognition Market Outlook, By Feature-based Detection (2020-2028) ($MN)
- Table 91 Asia Pacific Traffic Sign Recognition Market Outlook, By Type (2020-2028) ($MN)
- Table 92 Asia Pacific Traffic Sign Recognition Market Outlook, By RFID-based (2020-2028) ($MN)
- Table 93 Asia Pacific Traffic Sign Recognition Market Outlook, By Vision-based (2020-2028) ($MN)
- Table 94 Asia Pacific Traffic Sign Recognition Market Outlook, By Radar Sensor (2020-2028) ($MN)
- Table 95 Asia Pacific Traffic Sign Recognition Market Outlook, By Application (2020-2028) ($MN)
- Table 96 Asia Pacific Traffic Sign Recognition Market Outlook, By Cropped and Extract Features (2020-2028) ($MN)
- Table 97 Asia Pacific Traffic Sign Recognition Market Outlook, By Separation (2020-2028) ($MN)
- Table 98 Asia Pacific Traffic Sign Recognition Market Outlook, By Support Vector Machine (SVM) (2020-2028) ($MN)
- Table 99 Asia Pacific Traffic Sign Recognition Market Outlook, By Blurring (2020-2028) ($MN)
- Table 100 Asia Pacific Traffic Sign Recognition Market Outlook, By Template matching (2020-2028) ($MN)
- Table 101 South America Traffic Sign Recognition Market Outlook, By Country (2020-2028) ($MN)
- Table 102 South America Traffic Sign Recognition Market Outlook, By Vehicle Type (2020-2028) ($MN)
- Table 103 South America Traffic Sign Recognition Market Outlook, By Commercial Vehicle (2020-2028) ($MN)
- Table 104 South America Traffic Sign Recognition Market Outlook, By Light Commercial Vehicles (2020-2028) ($MN)
- Table 105 South America Traffic Sign Recognition Market Outlook, By Heavy Commercial Vehicles (2020-2028) ($MN)
- Table 106 South America Traffic Sign Recognition Market Outlook, By Passenger Cars (2020-2028) ($MN)
- Table 107 South America Traffic Sign Recognition Market Outlook, By Hatchback (2020-2028) ($MN)
- Table 108 South America Traffic Sign Recognition Market Outlook, By Sedan (2020-2028) ($MN)
- Table 109 South America Traffic Sign Recognition Market Outlook, By Buses & Coaches (2020-2028) ($MN)
- Table 110 South America Traffic Sign Recognition Market Outlook, By Utility Vehicle (2020-2028) ($MN)
- Table 111 South America Traffic Sign Recognition Market Outlook, By Trucks (2020-2028) ($MN)
- Table 112 South America Traffic Sign Recognition Market Outlook, By Traffic Sign Detection (2020-2028) ($MN)
- Table 113 South America Traffic Sign Recognition Market Outlook, By Shape-based Detection (2020-2028) ($MN)
- Table 114 South America Traffic Sign Recognition Market Outlook, By Color-based Detection (2020-2028) ($MN)
- Table 115 South America Traffic Sign Recognition Market Outlook, By Feature-based Detection (2020-2028) ($MN)
- Table 116 South America Traffic Sign Recognition Market Outlook, By Type (2020-2028) ($MN)
- Table 117 South America Traffic Sign Recognition Market Outlook, By RFID-based (2020-2028) ($MN)
- Table 118 South America Traffic Sign Recognition Market Outlook, By Vision-based (2020-2028) ($MN)
- Table 119 South America Traffic Sign Recognition Market Outlook, By Radar Sensor (2020-2028) ($MN)
- Table 120 South America Traffic Sign Recognition Market Outlook, By Application (2020-2028) ($MN)
- Table 121 South America Traffic Sign Recognition Market Outlook, By Cropped and Extract Features (2020-2028) ($MN)
- Table 122 South America Traffic Sign Recognition Market Outlook, By Separation (2020-2028) ($MN)
- Table 123 South America Traffic Sign Recognition Market Outlook, By Support Vector Machine (SVM) (2020-2028) ($MN)
- Table 124 South America Traffic Sign Recognition Market Outlook, By Blurring (2020-2028) ($MN)
- Table 125 South America Traffic Sign Recognition Market Outlook, By Template matching (2020-2028) ($MN)
- Table 126 Middle East & Africa Traffic Sign Recognition Market Outlook, By Country (2020-2028) ($MN)
- Table 127 Middle East & Africa Traffic Sign Recognition Market Outlook, By Vehicle Type (2020-2028) ($MN)
- Table 128 Middle East & Africa Traffic Sign Recognition Market Outlook, By Commercial Vehicle (2020-2028) ($MN)
- Table 129 Middle East & Africa Traffic Sign Recognition Market Outlook, By Light Commercial Vehicles (2020-2028) ($MN)
- Table 130 Middle East & Africa Traffic Sign Recognition Market Outlook, By Heavy Commercial Vehicles (2020-2028) ($MN)
- Table 131 Middle East & Africa Traffic Sign Recognition Market Outlook, By Passenger Cars (2020-2028) ($MN)
- Table 132 Middle East & Africa Traffic Sign Recognition Market Outlook, By Hatchback (2020-2028) ($MN)
- Table 133 Middle East & Africa Traffic Sign Recognition Market Outlook, By Sedan (2020-2028) ($MN)
- Table 134 Middle East & Africa Traffic Sign Recognition Market Outlook, By Buses & Coaches (2020-2028) ($MN)
- Table 135 Middle East & Africa Traffic Sign Recognition Market Outlook, By Utility Vehicle (2020-2028) ($MN)
- Table 136 Middle East & Africa Traffic Sign Recognition Market Outlook, By Trucks (2020-2028) ($MN)
- Table 137 Middle East & Africa Traffic Sign Recognition Market Outlook, By Traffic Sign Detection (2020-2028) ($MN)
- Table 138 Middle East & Africa Traffic Sign Recognition Market Outlook, By Shape-based Detection (2020-2028) ($MN)
- Table 139 Middle East & Africa Traffic Sign Recognition Market Outlook, By Color-based Detection (2020-2028) ($MN)
- Table 140 Middle East & Africa Traffic Sign Recognition Market Outlook, By Feature-based Detection (2020-2028) ($MN)
- Table 141 Middle East & Africa Traffic Sign Recognition Market Outlook, By Type (2020-2028) ($MN)
- Table 142 Middle East & Africa Traffic Sign Recognition Market Outlook, By RFID-based (2020-2028) ($MN)
- Table 143 Middle East & Africa Traffic Sign Recognition Market Outlook, By Vision-based (2020-2028) ($MN)
- Table 144 Middle East & Africa Traffic Sign Recognition Market Outlook, By Radar Sensor (2020-2028) ($MN)
- Table 145 Middle East & Africa Traffic Sign Recognition Market Outlook, By Application (2020-2028) ($MN)
- Table 146 Middle East & Africa Traffic Sign Recognition Market Outlook, By Cropped and Extract Features (2020-2028) ($MN)
- Table 147 Middle East & Africa Traffic Sign Recognition Market Outlook, By Separation (2020-2028) ($MN)
- Table 148 Middle East & Africa Traffic Sign Recognition Market Outlook, By Support Vector Machine (SVM) (2020-2028) ($MN)
- Table 149 Middle East & Africa Traffic Sign Recognition Market Outlook, By Blurring (2020-2028) ($MN)
- Table 150 Middle East & Africa Traffic Sign Recognition Market Outlook, By Template matching (2020-2028) ($MN)
