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1209876

全球交通標誌識別市場:到 2028 年的預測—按車輛類型、交通標誌檢測、類型、應用、區域進行分析

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個工作天內

價格

根據 Stratistics MRC 的數據，2022 年全球交通標誌識別市場規模將達到 3781 萬美元，預計到 2028 年將達到 5213 萬美元，預測期內復合年增長率為 5.5%。

一種稱為交通標誌識別 (TSR) 的技術允許車輛識別道路上放置的交通標誌，例如“限速”、“兒童”和“前方轉彎”。這是 ADAS 功能的一個要素。幾家汽車製造商依賴這項技術。利用圖像處理技術識別交通標誌。市場擴張受到多種因素的推動，包括國家加強交通基礎設施的努力、快速城市化以及對交通安全法規的重視。

根據世界衛生組織 (WHO) 的數據，每年有近 125 萬人死於交通事故。各國政府為減少道路死亡人數所做的努力正在收緊新車的安全標準。

市場動態

促進者

對自動駕駛汽車的需求不斷增長

隨著對自動駕駛汽車的需求不斷增長以及半自動駕駛汽車的發展預計將持續到本世紀末，這一趨勢也將推動交通信號識別。在預測期內，城市地區自動駕駛系統的採用預計會增加，從而導致完全自動駕駛汽車的出現。預計這些改進將使道路死亡人數減少多達 80%。

阻礙因素

高成本阻礙市場增長

圖像傳感器、微波傳感器和聲學傳感器等非侵入式傳感器的安裝和維護可能不會對交通流量產生重大影響，而道路最先進的技術，例如能夠準確測量交通流量的感應環路。與技術相比昂貴。高成本阻礙了非侵入式傳感器的採用，限制了對交通信息的訪問，並減少了對車輛交通傳感器的需求。預計這將進一步阻礙預測期內的市場增長。

機會

日益增長的安全問題

由於道路上車輛交通的增加，交通事故也在增加。由於交通繁忙，協助者通常會因其他車輛的擁堵而錯過道路上的一些交通標誌，這往往會導致致命事故。在大多數此類事故中，促進者分心起著很大的作用。為了告知服務人員並解決這一安全問題，汽車製造商正在將交通標誌識別技術應用到他們的車輛中。因此，交通標誌識別系統的全球市場受到越來越多的車輛安裝和日益增長的安全問題的推動。

威脅

更嚴格的交通流量監管

從國家經濟發展的角度來看，道路是世界上最重要的交通工具，因此交通流量的增加被認為有助於國家經濟的發展。影響一個國家增長的關鍵因素是高效的交通、行人和車輛的安全以及經濟增長。此外，交通信號耦合是被考慮改善交通流量的幾種道路安全措施和解決方案之一。

COVID-19 的影響

COVID-19疫情導致汽車產銷量下降，對交通標誌識別技術的需求也隨之下降。然而，隨著各國政府為幫助汽車行業採取的救助措施，預計即使在後 COVID 階段，這些解決方案的需求也將相當大。大多數國家/地區的運輸系統關閉導致供需之間的差距擴大，對國內和國際供應鏈產生負面影響。因此，原材料供應短缺預計將減緩交通輔助和識別系統的生產速度，並對市場的擴張產生不利影響。

乘用車細分市場預計將成為預測期內最大的細分市場

由於豪華車需求上升和消費者可支配收入增加等因素推動乘用車領域 TSR 市場的擴張，乘用車領域將在預測期內佔據最大的市場份額。預計這些豪華乘用車還配備了高級駕駛輔助系統 (ADAS) 技術，主要側重於防撞技術（例如車道偏離警告和盲點應用）。此外，汽車製造商正在與科技公司合作，為交通標誌的智能解讀提供解決方案。

預計雷達傳感器部分在預測期內將見證最高的複合年增長率

由於雷達傳感器在自適應巡航控制系統等多個框架中的使用，以及事故數量的增加和安全意識的提高，雷達傳感器領域將在預測期內顯著增長，尤其是在中國，美國和歐洲主要國家，預計將以最高的複合年增長率增長。此外，預計未來幾年市場參與者將加大對交通標誌識別傳感器的研發力度。

市場份額最大的地區

在商用車和乘用車對 ADAS（高級駕駛員輔助系統）功能的需求不斷增長的推動下，北美在全球交通信號識別市場中佔有最大份額。此外，該地區車輛安全法規的收緊也推動了交通信號識別市場。北美在交通信號識別系統的全球市場中的地位不斷提高，預計將通過具有與車輛連接的數字基礎設施的智慧城市計劃進行。

複合年增長率最高的地區

由於乘用車的銷售和製造不斷增加，預計在預測期內，亞太地區交通標誌識別系統市場的增長勢頭良好。此外，汽車行業對尖端技術的迅速採用以及旨在提高安全性和減少事故的政府法規正在推動該地區的市場擴張。

重大發展

2021 年 4 月，電裝公司為新款雷克薩斯 LS 和豐田 MIRAI 開發了高級駕駛輔助產品。

本報告內容

  • 區域和國家細分市場份額評估
  • 對新進入者的戰略建議
  • 涵蓋 2020、2021、2022、2025 和 2028 年的市場數據
  • 市場趨勢（驅動因素、驅動因素、機會、威脅、挑戰、投資機會、建議）
  • 基於市場估計的關鍵業務領域的戰略建議
  • 競爭格局映射關鍵共同趨勢
  • 公司概況，包括詳細戰略、財務狀況和近期發展
  • 映射最新技術進步的供應鏈趨勢

免費定制服務

訂閱此報告的客戶將免費獲得以下自定義選項之一。

  • 公司簡介
    • 其他市場參與者的綜合概況（最多 3 家公司）
    • 主要參與者的 SWOT 分析（最多 3 家公司）
  • 區域細分
    • 根據客戶要求對主要國家的市場估計、預測和復合年增長率（注：基於可行性檢查。）
  • 競爭標桿

根據產品組合、地域分佈和戰略聯盟對主要參與者進行基準測試

目錄

第一章內容提要

第二章前言

  • 概述
  • 利益相關者
  • 調查範圍
  • 調查方法
    • 數據挖掘
    • 數據分析
    • 數據驗證
    • 研究方法
  • 研究來源
    • 主要研究來源
    • 二手研究資源
    • 假設

第三章市場趨勢分析

  • 促進者
  • 抑製劑
  • 機會
  • 威脅
  • 應用分析
  • 新興市場
  • COVID-19 的影響

第4章波特五力分析

  • 供應商的議價能力
  • 買方議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭對手之間的競爭

5 全球交通標誌識別市場，按車輛類型

  • 商用車
    • 輕型商用車
    • 重型商用車
  • 乘用車
  • 掀背車
  • 轎車
  • 公共汽車和長途汽車
  • 多功能車
  • 卡車

6 全球交通標誌識別市場，交通標誌檢測

  • 基於形狀的檢測
  • 基於顏色的檢測
  • 基於特徵的檢測

7 全球交通標誌識別市場，按類型

  • 基於RFID
  • 視覺基地
  • 雷達傳感器

8 全球交通標誌識別市場，按應用

  • 修剪和提取特徵
  • 分離
  • 支持向量機 (SVM)
  • 模糊
  • 模板匹配

9 全球交通標誌識別市場：地區

  • 北美
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 意大利
    • 法國
    • 西班牙
    • 歐洲其他地區
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳大利亞
    • 新西蘭
    • 韓國
    • 亞太其他地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美洲
  • 中東和非洲
    • 沙特阿拉伯
    • 阿拉伯聯合酋長國
    • 卡塔爾
    • 南非
    • 其他中東

第 10 章主要進展

  • 協議、夥伴關係、合作和合資企業
  • 收購與合併
  • 新產品發布
  • 業務拓展
  • 其他關鍵策略

第十一章公司簡介

  • 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)