▶ 調査レポート

世界の車両用バックアップカメラモジュール市場予測(~2028年):CCDカメラ、CMOSカメラ

• 英文タイトル:Global Vehicle Backup Camera Modules Market 2022 by Manufacturers, Regions, Type and Application, Forecast to 2028

GlobalInfoResearchが調査・発行した産業分析レポートです。世界の車両用バックアップカメラモジュール市場予測(~2028年):CCDカメラ、CMOSカメラ / Global Vehicle Backup Camera Modules Market 2022 by Manufacturers, Regions, Type and Application, Forecast to 2028 / GIR-22F1369資料のイメージです。• レポートコード:GIR-22F1369
• 出版社/出版日:GlobalInfoResearch / 2022年11月
• レポート形態:英文、PDF、114ページ
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レポート概要
「Global Vehicle Backup Camera Modules Market 2022」レポートは、世界の市場規模、地域および国レベルの市場規模、セグメント市場の成長性、市場シェア、競争環境、販売分析、国内および世界の市場プレーヤーの影響、バリューチェーンの最適化、最近の動向、機会分析、市場成長の戦略的な分析、製品発売、地域市場の拡大などに関する情報を提供します。
グローバルインフォリサーチ社の最新の調査によると、世界の車両用バックアップカメラモジュールの市場規模は2021年のxxx米ドルから2028年にはxxx米ドルと推定され、xxx%の成長率で成長すると予想されます。

車両用バックアップカメラモジュール市場はタイプ(種類)とアプリケーション(用途)によって区分されます。2017年~2028年において、量と金額の観点からタイプ別およびアプリケーション別セグメントの売上予測データを提供します。この分析は、適格なニッチ市場をターゲットにすることでビジネスを拡大するのに役立ちます。

タイプ別セグメントは次をカバーします。
・CCDカメラ、CMOSカメラ

アプリケーション別セグメントは次のように区分されます。
・乗用車、商用車

世界の車両用バックアップカメラモジュール市場の主要な市場プレーヤーは以下のとおりです。
・Magna International、Panasonic、Valeo、Bosch、Continental、ZF Friedrichshafen、Denso、Sony、MCNEX、LG Innotek、Aptiv、Veoneer、Samsung Electro Mechanics (SEMCO)、HELLA GmbH、TungThih Electronic、OFILM、Suzhou Invo Automotive Electronics、Desay SV

地域別セグメントは次の地域・国をカバーします。
・北米市場(米国、カナダ、メキシコ)
・ヨーロッパ市場(ドイツ、フランス、イギリス、ロシア、イタリア)
・アジア太平洋市場(日本、中国、韓国、インド、東南アジア、オーストラリア)
・南米市場(ブラジル、アルゼンチン、コロンビア)
・中東・アフリカ市場(サウジアラビア、UAE、エジプト、南アフリカ)

本調査レポートの内容は計15章あります。
・第1章では、車両用バックアップカメラモジュール製品の調査範囲、市場の概要、市場の成長要因・阻害要因、および市場動向について説明します。
・第2章では、主要な車両用バックアップカメラモジュールメーカーの企業概要、2019年~2022年までの車両用バックアップカメラモジュールの価格、販売量、売上、市場シェアを掲載しています。
・第3章では、主要な車両用バックアップカメラモジュールメーカーの競争状況、販売量、売上、世界市場シェアが重点的に比較分析されています。
・第4章では、2017年~2028年までの地域別車両用バックアップカメラモジュールの販売量、売上、成長性を示しています。
・第5、6章では、2017年~2028年までの車両用バックアップカメラモジュールのタイプ別とアプリケーション別の市場規模、市場シェアと成長率を掲載しています。
・第7、8、9、10、11章では、2017年~2022年までの世界の主要国での販売量、売上、市場シェア、並びに2023年~2028年までの主要地域での車両用バックアップカメラモジュール市場予測を収録しています。
・第12章では、主要な原材料、主要なサプライヤー、および車両用バックアップカメラモジュールの産業チェーンを掲載しています。
・第13、14、15章では、車両用バックアップカメラモジュールの販売チャネル、販売業者、顧客、調査結果と結論、付録、データソースなどについて説明します。

***** 目次(一部) *****

・市場概要
- 車両用バックアップカメラモジュールの概要
- タイプ別分析(2017年vs2021年vs2028年):CCDカメラ、CMOSカメラ
- アプリケーション別分析(2017年vs2021年vs2028年):乗用車、商用車
- 世界の車両用バックアップカメラモジュール市場規模・予測
- 世界の車両用バックアップカメラモジュール生産能力分析
- 市場の成長要因・阻害要因・動向
・メーカー情報(企業概要、製品概要、販売量、価格、売上)
- Magna International、Panasonic、Valeo、Bosch、Continental、ZF Friedrichshafen、Denso、Sony、MCNEX、LG Innotek、Aptiv、Veoneer、Samsung Electro Mechanics (SEMCO)、HELLA GmbH、TungThih Electronic、OFILM、Suzhou Invo Automotive Electronics、Desay SV
・メーカー別市場シェア・市場集中度
・地域別市場分析2017年-2028年
・タイプ別分析2017年-2028年:CCDカメラ、CMOSカメラ
・アプリケーション別分析2017年-2028年:乗用車、商用車
・車両用バックアップカメラモジュールの北米市場分析
- 車両用バックアップカメラモジュールの北米市場:タイプ別市場規模2017年-2028年
- 車両用バックアップカメラモジュールの北米市場:アプリケーション別市場規模2017年-2028年
- 主要国別市場規模:アメリカ、カナダ、メキシコなど
・車両用バックアップカメラモジュールのヨーロッパ市場分析
- :車両用バックアップカメラモジュールのヨーロッパ市場:タイプ別市場規模2017年-2028年
- :車両用バックアップカメラモジュールのヨーロッパ市場:アプリケーション別市場規模2017年-2028年
- 主要国別市場規模:ドイツ、イギリス、フランス、ロシア、イタリアなど
・車両用バックアップカメラモジュールのアジア太平洋市場分析
- 車両用バックアップカメラモジュールのアジア太平洋市場:タイプ別市場規模2017年-2028年
- 車両用バックアップカメラモジュールのアジア太平洋市場:アプリケーション別市場規模2017年-2028年
- 主要国別市場規模:中国、日本、韓国、インド、東南アジア、オーストラリアなど
・車両用バックアップカメラモジュールの南米市場分析
- 車両用バックアップカメラモジュールの南米市場:タイプ別市場規模2017年-2028年
- 車両用バックアップカメラモジュールの南米市場:アプリケーション別市場規模2017年-2028年
- 主要国別市場規模:ブラジル、アルゼンチンなど
・車両用バックアップカメラモジュールの中東・アフリカ市場分析
- 車両用バックアップカメラモジュールの中東・アフリカ市場:タイプ別市場規模2017年-2028年
- 車両用バックアップカメラモジュールの中東・アフリカ市場:アプリケーション別市場規模2017年-2028年
- 主要国別市場規模:サウジアラビア、トルコ、エジプト、南アフリカなど
・原材料および産業チェーン
・販売チャネル、流通業者・代理店、顧客リスト
・調査の結果・結論

The Vehicle Backup Camera Modules market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.
According to our (Global Info Research) latest study, due to COVID-19 pandemic, the global Vehicle Backup Camera Modules market size is estimated to be worth US$ 1892.2 million in 2021 and is forecast to a readjusted size of USD 4844.8 million by 2028 with a CAGR of 14.4% during forecast period 2022-2028. Passenger Cars accounting for % of the Vehicle Backup Camera Modules global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While CCD Cameras segment is altered to a % CAGR between 2022 and 2028.
Global key manufacturers of Vehicle Backup Camera Modules include Magna International, Panasonic, Valeo, Bosch, and Continental, etc. In terms of revenue, the global top four players hold a share over % in 2021.
Market segmentation
Vehicle Backup Camera Modules market is split by Type and by Application. For the period 2017-2028, the growth among segments provide accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type, covers
CCD Cameras
CMOS Cameras
Market segment by Application can be divided into
Passenger Cars
Commercial Vehicles
The key market players for global Vehicle Backup Camera Modules market are listed below:
Magna International
Panasonic
Valeo
Bosch
Continental
ZF Friedrichshafen
Denso
Sony
MCNEX
LG Innotek
Aptiv
Veoneer
Samsung Electro Mechanics (SEMCO)
HELLA GmbH
TungThih Electronic
OFILM
Suzhou Invo Automotive Electronics
Desay SV
Market segment by region, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Vehicle Backup Camera Modules product scope, market overview, market opportunities, market driving force and market risks.
Chapter 2, to profile the top manufacturers of Vehicle Backup Camera Modules, with price, sales, revenue and global market share of Vehicle Backup Camera Modules from 2019 to 2022.
Chapter 3, the Vehicle Backup Camera Modules competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Vehicle Backup Camera Modules breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2017 to 2028.
Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2017 to 2028.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2017 to 2022.and Vehicle Backup Camera Modules market forecast, by regions, type and application, with sales and revenue, from 2023 to 2028.
Chapter 12, the key raw materials and key suppliers, and industry chain of Vehicle Backup Camera Modules.
Chapter 13, 14, and 15, to describe Vehicle Backup Camera Modules sales channel, distributors, customers, research findings and conclusion, appendix and data source.

レポート目次

1 Market Overview
1.1 Vehicle Backup Camera Modules Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Vehicle Backup Camera Modules Revenue by Type: 2017 Versus 2021 Versus 2028
1.2.2 CCD Cameras
1.2.3 CMOS Cameras
1.3 Market Analysis by Application
1.3.1 Overview: Global Vehicle Backup Camera Modules Revenue by Application: 2017 Versus 2021 Versus 2028
1.3.2 Passenger Cars
1.3.3 Commercial Vehicles
1.4 Global Vehicle Backup Camera Modules Market Size & Forecast
1.4.1 Global Vehicle Backup Camera Modules Sales in Value (2017 & 2021 & 2028)
1.4.2 Global Vehicle Backup Camera Modules Sales in Volume (2017-2028)
1.4.3 Global Vehicle Backup Camera Modules Price (2017-2028)
1.5 Global Vehicle Backup Camera Modules Production Capacity Analysis
1.5.1 Global Vehicle Backup Camera Modules Total Production Capacity (2017-2028)
1.5.2 Global Vehicle Backup Camera Modules Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Vehicle Backup Camera Modules Market Drivers
1.6.2 Vehicle Backup Camera Modules Market Restraints
1.6.3 Vehicle Backup Camera Modules Trends Analysis
2 Manufacturers Profiles
2.1 Magna International
2.1.1 Magna International Details
2.1.2 Magna International Major Business
2.1.3 Magna International Vehicle Backup Camera Modules Product and Services
2.1.4 Magna International Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.2 Panasonic
2.2.1 Panasonic Details
2.2.2 Panasonic Major Business
2.2.3 Panasonic Vehicle Backup Camera Modules Product and Services
2.2.4 Panasonic Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.3 Valeo
2.3.1 Valeo Details
2.3.2 Valeo Major Business
2.3.3 Valeo Vehicle Backup Camera Modules Product and Services
2.3.4 Valeo Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.4 Bosch
2.4.1 Bosch Details
2.4.2 Bosch Major Business
2.4.3 Bosch Vehicle Backup Camera Modules Product and Services
2.4.4 Bosch Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.5 Continental
2.5.1 Continental Details
2.5.2 Continental Major Business
2.5.3 Continental Vehicle Backup Camera Modules Product and Services
2.5.4 Continental Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.6 ZF Friedrichshafen
2.6.1 ZF Friedrichshafen Details
2.6.2 ZF Friedrichshafen Major Business
2.6.3 ZF Friedrichshafen Vehicle Backup Camera Modules Product and Services
2.6.4 ZF Friedrichshafen Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.7 Denso
2.7.1 Denso Details
2.7.2 Denso Major Business
2.7.3 Denso Vehicle Backup Camera Modules Product and Services
2.7.4 Denso Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.8 Sony
2.8.1 Sony Details
2.8.2 Sony Major Business
2.8.3 Sony Vehicle Backup Camera Modules Product and Services
2.8.4 Sony Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.9 MCNEX
2.9.1 MCNEX Details
2.9.2 MCNEX Major Business
2.9.3 MCNEX Vehicle Backup Camera Modules Product and Services
2.9.4 MCNEX Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.10 LG Innotek
2.10.1 LG Innotek Details
2.10.2 LG Innotek Major Business
2.10.3 LG Innotek Vehicle Backup Camera Modules Product and Services
2.10.4 LG Innotek Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.11 Aptiv
2.11.1 Aptiv Details
2.11.2 Aptiv Major Business
2.11.3 Aptiv Vehicle Backup Camera Modules Product and Services
2.11.4 Aptiv Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.12 Veoneer
2.12.1 Veoneer Details
2.12.2 Veoneer Major Business
2.12.3 Veoneer Vehicle Backup Camera Modules Product and Services
2.12.4 Veoneer Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.13 Samsung Electro Mechanics (SEMCO)
2.13.1 Samsung Electro Mechanics (SEMCO) Details
2.13.2 Samsung Electro Mechanics (SEMCO) Major Business
2.13.3 Samsung Electro Mechanics (SEMCO) Vehicle Backup Camera Modules Product and Services
2.13.4 Samsung Electro Mechanics (SEMCO) Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.14 HELLA GmbH
2.14.1 HELLA GmbH Details
2.14.2 HELLA GmbH Major Business
2.14.3 HELLA GmbH Vehicle Backup Camera Modules Product and Services
2.14.4 HELLA GmbH Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.15 TungThih Electronic
2.15.1 TungThih Electronic Details
2.15.2 TungThih Electronic Major Business
2.15.3 TungThih Electronic Vehicle Backup Camera Modules Product and Services
2.15.4 TungThih Electronic Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.16 OFILM
2.16.1 OFILM Details
2.16.2 OFILM Major Business
2.16.3 OFILM Vehicle Backup Camera Modules Product and Services
2.16.4 OFILM Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.17 Suzhou Invo Automotive Electronics
2.17.1 Suzhou Invo Automotive Electronics Details
2.17.2 Suzhou Invo Automotive Electronics Major Business
2.17.3 Suzhou Invo Automotive Electronics Vehicle Backup Camera Modules Product and Services
2.17.4 Suzhou Invo Automotive Electronics Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.18 Desay SV
2.18.1 Desay SV Details
2.18.2 Desay SV Major Business
2.18.3 Desay SV Vehicle Backup Camera Modules Product and Services
2.18.4 Desay SV Vehicle Backup Camera Modules Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
3 Vehicle Backup Camera Modules Breakdown Data by Manufacturer
3.1 Global Vehicle Backup Camera Modules Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)
3.2 Global Vehicle Backup Camera Modules Revenue by Manufacturer (2019, 2020, 2021, and 2022)
3.3 Key Manufacturer Market Position in Vehicle Backup Camera Modules
3.4 Market Concentration Rate
3.4.1 Top 3 Vehicle Backup Camera Modules Manufacturer Market Share in 2021
3.4.2 Top 6 Vehicle Backup Camera Modules Manufacturer Market Share in 2021
3.5 Global Vehicle Backup Camera Modules Production Capacity by Company: 2021 VS 2022
3.6 Manufacturer by Geography: Head Office and Vehicle Backup Camera Modules Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Vehicle Backup Camera Modules Market Size by Region
4.1.1 Global Vehicle Backup Camera Modules Sales in Volume by Region (2017-2028)
4.1.2 Global Vehicle Backup Camera Modules Revenue by Region (2017-2028)
4.2 North America Vehicle Backup Camera Modules Revenue (2017-2028)
4.3 Europe Vehicle Backup Camera Modules Revenue (2017-2028)
4.4 Asia-Pacific Vehicle Backup Camera Modules Revenue (2017-2028)
4.5 South America Vehicle Backup Camera Modules Revenue (2017-2028)
4.6 Middle East and Africa Vehicle Backup Camera Modules Revenue (2017-2028)
5 Market Segment by Type
5.1 Global Vehicle Backup Camera Modules Sales in Volume by Type (2017-2028)
5.2 Global Vehicle Backup Camera Modules Revenue by Type (2017-2028)
5.3 Global Vehicle Backup Camera Modules Price by Type (2017-2028)
6 Market Segment by Application
6.1 Global Vehicle Backup Camera Modules Sales in Volume by Application (2017-2028)
6.2 Global Vehicle Backup Camera Modules Revenue by Application (2017-2028)
6.3 Global Vehicle Backup Camera Modules Price by Application (2017-2028)
7 North America by Country, by Type, and by Application
7.1 North America Vehicle Backup Camera Modules Sales by Type (2017-2028)
7.2 North America Vehicle Backup Camera Modules Sales by Application (2017-2028)
7.3 North America Vehicle Backup Camera Modules Market Size by Country
7.3.1 North America Vehicle Backup Camera Modules Sales in Volume by Country (2017-2028)
7.3.2 North America Vehicle Backup Camera Modules Revenue by Country (2017-2028)
7.3.3 United States Market Size and Forecast (2017-2028)
7.3.4 Canada Market Size and Forecast (2017-2028)
7.3.5 Mexico Market Size and Forecast (2017-2028)
8 Europe by Country, by Type, and by Application
8.1 Europe Vehicle Backup Camera Modules Sales by Type (2017-2028)
8.2 Europe Vehicle Backup Camera Modules Sales by Application (2017-2028)
8.3 Europe Vehicle Backup Camera Modules Market Size by Country
8.3.1 Europe Vehicle Backup Camera Modules Sales in Volume by Country (2017-2028)
8.3.2 Europe Vehicle Backup Camera Modules Revenue by Country (2017-2028)
8.3.3 Germany Market Size and Forecast (2017-2028)
8.3.4 France Market Size and Forecast (2017-2028)
8.3.5 United Kingdom Market Size and Forecast (2017-2028)
8.3.6 Russia Market Size and Forecast (2017-2028)
8.3.7 Italy Market Size and Forecast (2017-2028)
9 Asia-Pacific by Region, by Type, and by Application
9.1 Asia-Pacific Vehicle Backup Camera Modules Sales by Type (2017-2028)
9.2 Asia-Pacific Vehicle Backup Camera Modules Sales by Application (2017-2028)
9.3 Asia-Pacific Vehicle Backup Camera Modules Market Size by Region
9.3.1 Asia-Pacific Vehicle Backup Camera Modules Sales in Volume by Region (2017-2028)
9.3.2 Asia-Pacific Vehicle Backup Camera Modules Revenue by Region (2017-2028)
9.3.3 China Market Size and Forecast (2017-2028)
9.3.4 Japan Market Size and Forecast (2017-2028)
9.3.5 Korea Market Size and Forecast (2017-2028)
9.3.6 India Market Size and Forecast (2017-2028)
9.3.7 Southeast Asia Market Size and Forecast (2017-2028)
9.3.8 Australia Market Size and Forecast (2017-2028)
10 South America by Region, by Type, and by Application
10.1 South America Vehicle Backup Camera Modules Sales by Type (2017-2028)
10.2 South America Vehicle Backup Camera Modules Sales by Application (2017-2028)
10.3 South America Vehicle Backup Camera Modules Market Size by Country
10.3.1 South America Vehicle Backup Camera Modules Sales in Volume by Country (2017-2028)
10.3.2 South America Vehicle Backup Camera Modules Revenue by Country (2017-2028)
10.3.3 Brazil Market Size and Forecast (2017-2028)
10.3.4 Argentina Market Size and Forecast (2017-2028)
11 Middle East & Africa by Country, by Type, and by Application
11.1 Middle East & Africa Vehicle Backup Camera Modules Sales by Type (2017-2028)
11.2 Middle East & Africa Vehicle Backup Camera Modules Sales by Application (2017-2028)
11.3 Middle East & Africa Vehicle Backup Camera Modules Market Size by Country
11.3.1 Middle East & Africa Vehicle Backup Camera Modules Sales in Volume by Country (2017-2028)
11.3.2 Middle East & Africa Vehicle Backup Camera Modules Revenue by Country (2017-2028)
11.3.3 Turkey Market Size and Forecast (2017-2028)
11.3.4 Egypt Market Size and Forecast (2017-2028)
11.3.5 Saudi Arabia Market Size and Forecast (2017-2028)
11.3.6 South Africa Market Size and Forecast (2017-2028)
12 Raw Material and Industry Chain
12.1 Raw Material of Vehicle Backup Camera Modules and Key Manufacturers
12.2 Manufacturing Costs Percentage of Vehicle Backup Camera Modules
12.3 Vehicle Backup Camera Modules Production Process
12.4 Vehicle Backup Camera Modules Industrial Chain
13 Sales Channel, Distributors, Traders and Dealers
13.1 Sales Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.2 Vehicle Backup Camera Modules Typical Distributors
13.3 Vehicle Backup Camera Modules Typical Customers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Research Process and Data Source
15.3 Disclaimer