カテゴリー： 物流/輸送, Stratistics MRC, 世界

交通標識認識（TSR）の世界市場予測（～2027年）

◆英語タイトル：Traffic Sign Recognition Market Forecasts to 2028 - Global Analysis By Vehicle Type (Commercial Vehicle, Passenger Cars and Other Vehicle Types), Traffic Sign Detection (Shape-based Detection, Color-based Detection and Feature-based Detection), Type (RFID-based, Vision-based and Radar Sensor), Application (Cropped and Extract Features, Separation, Support Vector Machine (SVM), Blurring and Template matching) and Geography

Stratistics MRCが発行した調査報告書（SMR23MR060）◆商品コード：SMR23MR060
◆発行会社（リサーチ会社）：Stratistics MRC
◆発行日：2022年12月
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◆ページ数：約150
◆レポート形式：英語 / Eメール
◆納品方法：英語
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◆産業分野：交通
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❖ レポートの概要 ❖

ストラティスティックスMRC社は、世界の交通標識認識（TSR）市場規模が2022年37.81百万ドルから2028年52.13百万ドルになり、予測期間中に年平均5.5%で成長すると予測しています。本報告書では、交通標識認識（TSR）の世界市場を調査し、エグゼクティブサマリー、序論、市場動向分析、ファイブフォース分析、車両種類別（商用車、乗用車、その他）分析、交通標識検出別（形状ベース検出、色ベース検出、機能ベース検出）分析、種類別（RFIDベース検出、ビジョンベース＆レーダーセンサー）分析、用途別（クロップ＆特徴抽出、分離、サポートベクターマシン（SVM）分析、ぼかし＆テンプレートマッチング）分析、地域別（北米、ヨーロッパ、アジア太平洋、南米、中東・アフリカ）分析、最近の動向、企業情報など、次のように掲載しています。また、企業情報としては、Continental AG, Ford Motor Company, Toshiba Corporation, Mobileye Corporation, DENSO Corporation, HELLA GmbH & Co. KGaA, Robert Bosch GmbH, ZF Friedrichshafenなどが含まれています。
・エグゼクティブサマリー
・序論
・市場動向分析
・ファイブフォース分析
・世界の交通標識認識（TSR）市場規模：車両種類別
- 商用車における市場規模
- 乗用車における市場規模
- その他車両における市場規模
・世界の交通標識認識（TSR）市場規模：交通標識検出別
- 形状ベース検出の市場規模
- 色ベース検出の市場規模
- 機能ベース検出の市場規模
・世界の交通標識認識（TSR）市場規模：種類別
- RFIDベース検出の市場規模
- ビジョンベース＆レーダーセンサーの市場規模
・世界の交通標識認識（TSR）市場規模：用途別
- クロップ＆特徴抽出用交通標識認識（TSR）の市場規模
- 分離用交通標識認識（TSR）の市場規模
- サポートベクターマシン（SVM）用交通標識認識（TSR）の市場規模
- ぼかし＆テンプレートマッチング用交通標識認識（TSR）の市場規模
・世界の交通標識認識（TSR）市場規模：地域別
- 北米の交通標識認識（TSR）市場規模
- ヨーロッパの交通標識認識（TSR）市場規模
- アジア太平洋の交通標識認識（TSR）市場規模
- 南米の交通標識認識（TSR）市場規模
- 中東・アフリカの交通標識認識（TSR）市場規模
・最近の動向
・企業情報

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.

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

❖ レポートの目次 ❖

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)


※参考情報

交通標識認識（TSR）とは、道路に設置された交通標識を自動的に認識し、情報を取得する技術を指します。これは主に自動運転車や運転支援システムにおいて利用され、道路上の交通標識をリアルタイムで判別することによって、運転の安全性や効率性を向上させることを目的としています。TSRは、コンピュータビジョン、画像処理、機械学習などの技術を組み合わせて実現されており、交通システムの一部として重要な役割を果たしています。
TSRには、さまざまな種類の交通標識を認識する能力があります。一般的な交通標識には、速度制限標識、停止標識、一時停止標識、信号機、案内標識、規制標識、警告標識などがあります。それぞれの標識は異なる意味を持ち、運転手に対して特定の指示や情報を提供します。これらの標識を正確に認識することで、車両は適切な運転行動を維持し、安全な走行を実現できます。

TSRの用途は多岐にわたります。まず、自動運転技術においては、車両が周囲の環境を把握し、適切な運転操作を行うために交通標識の情報を必要とします。例えば、速度制限の標識を認識することで、車両は自動的に速度を調整します。また、運転支援システム（ADAS）においても、ドライバーに対して視覚的な警告や通知を行うためにTSRが使用されます。このように、TSRは交通安全の向上や事故防止に寄与しています。

関連技術としては、まずコンピュータビジョンが挙げられます。これは、カメラやセンサーから取得した画像データを解析し、交通標識を特定するために使用されます。画像処理アルゴリズムには、エッジ検出、特徴抽出、画像の前処理などが含まれます。また、機械学習や深層学習技術が利用され、モデルが大量のデータを学習することで、より高精度な認識が可能になります。特に、畳み込みニューラルネットワーク（CNN）は、画像認識タスクで非常に効果的な手法とされており、多くのTSRシステムで採用されています。

さらに、GPSや地理情報システム（GIS）もTSRに関連する技術です。これらは、車両の位置情報と交通標識の位置情報を組み合わせることで、より正確な運転支援を可能にします。例えば、GPSによって車両が走行している場所に対する交通標識情報をリアルタイムで提供することができます。これにより、運転手は事前に標識に関する情報を把握しやすくなります。

このように、交通標識認識は自動運転技術の基盤の一つとなっており、安全運転を実現する上で不可欠な技術です。特に、自動運転社会が進展する中で、TSRの精度や信頼性がますます求められるようになるでしょう。成長する自動車産業において、TSR関連技術の進化は、交通の効率化や持続可能な都市交通の実現にも寄与していくと期待されます。将来的には、交通標識認識のさらなる向上が、より安全でスムーズな運転環境の構築に大きな役割を果たすと確信しています。


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