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市场调查报告书
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1209876

全球交通标誌识别市场:到 2028 年的预测—按车辆类型、交通标誌检测、类型、应用、区域进行分析

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
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 175+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据，2022 年全球交通标誌识别市场规模将达到 3781 万美元，预计到 2028 年将达到 5213 万美元，预测期内復合年增长率为 5.5%。

一种称为交通标誌识别 (TSR) 的技术允许车辆识别道路上放置的交通标誌，例如“限速”、“儿童”和“前方转弯”。这是 ADAS 功能的一个要素。几家汽车製造商依赖这项技术。利用图像处理技术识别交通标誌。市场扩张受到多种因素的推动，包括国家加强交通基础设施的努力、快速城市化以及对交通安全法规的重视。

根据世界卫生组织 (WHO) 的数据，每年有近 125 万人死于交通事故。各国政府为减少道路死亡人数所做的努力正在收紧新车的安全标准。

市场动态

促进者

对自动驾驶汽车的需求不断增长

随着对自动驾驶汽车的需求不断增长以及半自动驾驶汽车的发展预计将持续到本世纪末，这一趋势也将推动交通信号识别。在预测期内，城市地区自动驾驶系统的采用预计会增加，从而导致完全自动驾驶汽车的出现。预计这些改进将使道路死亡人数减少多达 80%。

阻碍因素

高成本阻碍市场增长

图像传感器、微波传感器和声学传感器等非侵入式传感器的安装和维护可能不会对交通流量产生重大影响，而道路最先进的技术，例如能够准确测量交通流量的感应环路。与技术相比昂贵。高成本阻碍了非侵入式传感器的采用，限制了对交通信息的访问，并减少了对车辆交通传感器的需求。预计这将进一步阻碍预测期内的市场增长。

机会

日益增长的安全问题

由于道路上车辆交通的增加，交通事故也在增加。由于交通繁忙，协助者通常会因其他车辆的拥堵而错过道路上的一些交通标誌，这往往会导致致命事故。在大多数此类事故中，促进者分心起着很大的作用。为了告知服务人员并解决这一安全问题，汽车製造商正在将交通标誌识别技术应用到他们的车辆中。因此，交通标誌识别系统的全球市场受到越来越多的车辆安装和日益增长的安全问题的推动。

威胁

更严格的交通流量监管

从国家经济发展的角度来看，道路是世界上最重要的交通工具，因此交通流量的增加被认为有助于国家经济的发展。影响一个国家增长的关键因素是高效的交通、行人和车辆的安全以及经济增长。此外，交通信号耦合是被考虑改善交通流量的几种道路安全措施和解决方案之一。

COVID-19 的影响

COVID-19疫情导致汽车产销量下降，对交通标誌识别技术的需求也随之下降。然而，随着各国政府为帮助汽车行业采取的救助措施，预计即使在后 COVID 阶段，这些解决方案的需求也将相当大。大多数国家/地区的运输系统关闭导致供需之间的差距扩大，对国内和国际供应链产生负面影响。因此，原材料供应短缺预计将减缓交通辅助和识别系统的生产速度，并对市场的扩张产生不利影响。

乘用车细分市场预计将成为预测期内最大的细分市场

由于豪华车需求上升和消费者可支配收入增加等因素推动乘用车领域 TSR 市场的扩张，乘用车领域将在预测期内占据最大的市场份额。预计这些豪华乘用车还配备了高级驾驶辅助系统 (ADAS) 技术，主要侧重于防撞技术（例如车道偏离警告和盲点应用）。此外，汽车製造商正在与科技公司合作，为交通标誌的智能解读提供解决方案。

预计雷达传感器部分在预测期内将见证最高的复合年增长率

由于雷达传感器在自适应巡航控制系统等多个框架中的使用，以及事故数量的增加和安全意识的提高，雷达传感器领域将在预测期内显着增长，尤其是在中国，美国和欧洲主要国家，预计将以最高的复合年增长率增长。此外，预计未来几年市场参与者将加大对交通标誌识别传感器的研发力度。

市场份额最大的地区

在商用车和乘用车对 ADAS（高级驾驶员辅助系统）功能的需求不断增长的推动下，北美在全球交通信号识别市场中占有最大份额。此外，该地区车辆安全法规的收紧也推动了交通信号识别市场。北美在交通信号识别系统的全球市场中的地位不断提高，预计将通过具有与车辆连接的数字基础设施的智慧城市计划进行。

复合年增长率最高的地区

由于乘用车的销售和製造不断增加，预计在预测期内，亚太地区交通标誌识别系统市场的增长势头良好。此外，汽车行业对尖端技术的迅速采用以及旨在提高安全性和减少事故的政府法规正在推动该地区的市场扩张。

重大发展

2021 年 4 月，电装公司为新款雷克萨斯 LS 和丰田 MIRAI 开发了高级驾驶辅助产品。

本报告内容

  • 区域和国家细分市场份额评估
  • 对新进入者的战略建议
  • 涵盖 2020、2021、2022、2025 和 2028 年的市场数据
  • 市场趋势（驱动因素、驱动因素、机会、威胁、挑战、投资机会、建议）
  • 基于市场估计的关键业务领域的战略建议
  • 竞争格局映射关键共同趋势
  • 公司概况，包括详细战略、财务状况和近期发展
  • 映射最新技术进步的供应链趋势

免费定制服务

订阅此报告的客户将免费获得以下自定义选项之一。

  • 公司简介
    • 其他市场参与者的综合概况（最多 3 家公司）
    • 主要参与者的 SWOT 分析（最多 3 家公司）
  • 区域细分
    • 根据客户要求对主要国家的市场估计、预测和復合年增长率（注：基于可行性检查。）
  • 竞争标桿

根据产品组合、地域分布和战略联盟对主要参与者进行基准测试

目录

第一章内容提要

第二章前言

  • 概述
  • 利益相关者
  • 调查范围
  • 调查方法
    • 数据挖掘
    • 数据分析
    • 数据验证
    • 研究方法
  • 研究来源
    • 主要研究来源
    • 二手研究资源
    • 假设

第三章市场趋势分析

  • 促进者
  • 抑製剂
  • 机会
  • 威胁
  • 应用分析
  • 新兴市场
  • COVID-19 的影响

第4章波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5 全球交通标誌识别市场，按车辆类型

  • 商用车
    • 轻型商用车
    • 重型商用车
  • 乘用车
  • 掀背车
  • 轿车
  • 公共汽车和长途汽车
  • 多功能车
  • 卡车

6 全球交通标誌识别市场，交通标誌检测

  • 基于形状的检测
  • 基于颜色的检测
  • 基于特征的检测

7 全球交通标誌识别市场，按类型

  • 基于RFID
  • 视觉基地
  • 雷达传感器

8 全球交通标誌识别市场，按应用

  • 修剪和提取特征
  • 分离
  • 支持向量机 (SVM)
  • 模糊
  • 模板匹配

9 全球交通标誌识别市场：地区

  • 北美
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 意大利
    • 法国
    • 西班牙
    • 欧洲其他地区
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳大利亚
    • 新西兰
    • 韩国
    • 亚太其他地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美洲
  • 中东和非洲
    • 沙特阿拉伯
    • 阿拉伯联合酋长国
    • 卡塔尔
    • 南非
    • 其他中东

第 10 章主要进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务拓展
  • 其他关键策略

第十一章公司简介

  • Continental AG
  • Ford Motor Company
  • Toshiba Corporation
  • Mobileye Corporation
  • DENSO Corporation
  • HELLA GmbH & Co. KGaA
  • Robert Bosch GmbH
  • ZF Friedrichshafen
  • Delphi Automotive
  • Daimler
Product Code: SMRC22298

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)