North America Foreseen to Witness Fastest Growth in the Automotive Camera Market by harshbisR-0

Automotive Camera– A Global and Regional Market Analysis

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Focus on Product, Application, and Country Assessment Analysis and Forecast: 2020-2025

December 2020

Automotive Camera– A Global and Regional Market Analysis

Table of Content

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Automotive Camera– A Global and Regional Market Analysis

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Table of Content Executive Summary .......................................................................... 27 1

Markets ..................................................................................... 36 1.1

Industry Outlook .............................................................................................. 37

1.1.1 Trends: Industry Dynamics Defining the Future Trends in Automotive Camera Market ........................................................................ 37 1.1.1.1

Growing Popularity of Stereo Vision Cameras .................................................. 37

1.1.1.2

Next-Generation 3D Surround View Systems ................................................... 38

1.1.1.3

Integrating Cameras into Headlight and Taillights ............................................. 39

1.1.1.4

Combining Cameras and Other Sensors for Early Detection of Aquaplaning Situations ...................................................................................... 39

1.1.2 Supply Chain Analysis ................................................................................ 40 1.1.3 Regulatory Landscape for Autonomous Vehicles .................................... 42 1.1.3.1

Current Laws and Regulatory Bodies Related to Autonomous Vehicles by Country .............................................................................................................. 42

1.1.4 Government Initiatives ................................................................................ 43 1.2

Business Dynamics ......................................................................................... 44

1.2.1.1

Regulations and Mandates Appreciating the Usage of Automotive Cameras ............................................................................................................ 46

1.2.1.2

Growing Popularity of Autonomous Vehicles ..................................................... 47

1.2.1.3

Prevention of False Insurance Claims ............................................................... 48

1.2.1.4

Increasing Road Accidents ................................................................................ 49

1.2.2 Business Restraints .................................................................................... 49 1.2.2.1

Lapses in Imagery Sensors and Difficulty in Detection ...................................... 50

1.2.2.2

High Cost of Camera Modules........................................................................... 51

1.2.3 Business and Corporate Strategies ........................................................... 52 1.2.4 Business Opportunities .............................................................................. 54 1.2.4.1

AI-Based In-Vehicle Cameras for Advanced Driver Monitoring ......................... 55

1.2.4.2

Integrating Camera and Lidar into a Single Unit ................................................ 56 3

Automotive Camera– A Global and Regional Market Analysis

1.2.1 Business Drivers ......................................................................................... 45

Application ................................................................................ 57 2.1

Automotive Camera Market- Applications and Specifications .................... 58

2.1.1 Automotive Camera Market (by Level of Autonomy) ............................... 58 2.1.1.1

Level 1 (Advanced Driving Assist Systems-ADAS) ........................................... 58

2.1.1.2

Level 2 (Partial Automation) .............................................................................. 58

2.1.1.3

Level 3 (Conditional Automation) ....................................................................... 59

2.1.1.4

Level 4 (High Automation) ................................................................................. 59

2.1.1.5

Level 5 (Full Automation) ................................................................................... 60

2.1.2 Automotive Camera Market (by Application) ............................................ 61

2.2

2.1.2.1

Passenger Vehicles ........................................................................................... 61

2.1.2.2

Commercial Vehicles ......................................................................................... 62

Demand Analysis for Automotive Camera Market (by Application) ............ 63

2.2.1 Global Automotive Camera Market (by Level of Autonomy) ................... 63 2.2.2 Global Automotive Camera Market (by Application) ................................ 63

Products .................................................................................... 65 3.1

Automotive Camera Market- Products and Specifications .......................... 66

3.1.1.1

Front View.......................................................................................................... 66

3.1.1.2

Side View ........................................................................................................... 66

3.1.1.3

Rear View .......................................................................................................... 67

3.1.1.4

In-Vehicle ........................................................................................................... 68

3.1.2 Automotive Camera Market (by View Type) .............................................. 68 3.1.2.1

Single View ........................................................................................................ 68

3.1.2.2

Multi View .......................................................................................................... 68

3.1.3 Automotive Camera Market (by Technology) ........................................... 69

3.2

3.1.3.1

Digital Camera ................................................................................................... 69

3.1.3.2

Thermal Camera ................................................................................................ 70

Demand Analysis of Automotive Camera Market (by Product) ................... 71

Automotive Camera– A Global and Regional Market Analysis

3.1.1 Automotive Camera Market (by Type) ....................................................... 66

3.2.1 Global Automotive Camera Market (by Product Type), Value and Volume, 2019-2025 ...................................................................................... 71 3.2.1.1

Rear View Camera ............................................................................................ 72

3.2.1.2

Side View Camera ............................................................................................. 72

3.2.1.3

In-Vehicle Camera ............................................................................................. 73

3.2.1.4

Front View Camera ............................................................................................ 73

3.2.2 Global Automotive Camera Market (by View Type), Value and Volume, 2019-2025 ...................................................................................... 74 3.2.2.1

Single View ........................................................................................................ 74

3.2.2.2

Multi View .......................................................................................................... 75

3.2.3 Global Automotive Camera Market (by Technology), Value and Volume, 2019-2025 ...................................................................................... 75

Region ....................................................................................... 76 4.1

North America .................................................................................................. 78

4.1.1.1

Key Manufacturers and Suppliers in North America .......................................... 78

4.1.1.2

Competitive Benchmarking ................................................................................ 78

4.1.1.3

Business Challenges ......................................................................................... 78

4.1.1.4

Business Drivers ................................................................................................ 78

4.1.2 Application ................................................................................................... 79 4.1.2.1

North America Automotive Camera Market (by Level of Autonomy), Million Units and $Million, 2019-2025 ........................................................................... 79

4.1.2.2

North America Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 .................................................................................... 80

4.1.3 Product ......................................................................................................... 81 4.1.3.1

North America Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ........................................................................................... 81

4.1.4 North America: Country-Level Analysis .................................................... 81 4.1.4.1

U.S. .................................................................................................................... 81

4.1.4.1.1

Market ...................................................................................................................... 81

Automotive Camera– A Global and Regional Market Analysis

4.1.1 Market ........................................................................................................... 78

4.1.4.1.1.2 Key Manufacturers and Suppliers in the U.S.................................................... 82 4.1.4.1.1.3 Business Challenges ........................................................................................ 82 4.1.4.1.1.4 Business Drivers ............................................................................................... 82 4.1.4.1.2

Application................................................................................................................ 83

4.1.4.1.2.1 U.S. Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025................................................................................. 83 4.1.4.1.2.2 U.S. Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ................................................................................................. 84 4.1.4.1.3

Product ..................................................................................................................... 85

4.1.4.1.3.1 U.S. Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................... 85

4.1.4.2

Canada .............................................................................................................. 85

4.1.4.2.1

Market ...................................................................................................................... 85

4.1.4.2.1.1 Buyer Attributes ................................................................................................ 85 4.1.4.2.1.2 Key Manufacturers and Suppliers in Canada ................................................... 85 4.1.4.2.1.3 Business Challenges ........................................................................................ 86 4.1.4.2.1.4 Business Drivers ............................................................................................... 86 Application................................................................................................................ 87

4.1.4.2.2.1 Canada Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025................................................................................. 87 4.1.4.2.2.2 Canada Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ................................................................................................. 87 4.1.4.2.3

Product ..................................................................................................................... 88

4.1.4.2.3.1 Canada Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................... 88

4.1.4.3

Mexico ............................................................................................................... 89

4.1.4.3.1

Market ...................................................................................................................... 89

4.1.4.3.1.1 Buyer Attributes ................................................................................................ 89 4.1.4.3.1.2 Key Manufacturers and Suppliers in Mexico .................................................... 89 4.1.4.3.1.3 Business Challenges ........................................................................................ 89 4.1.4.3.1.4 Business Drivers ............................................................................................... 89 6 All rights reserved at BIS Research Inc.

Automotive Camera– A Global and Regional Market Analysis

4.1.4.2.2

4.1.4.3.2

Application................................................................................................................ 90

4.1.4.3.2.1 Mexico Automotive Camera Market (by Level of Autonomy Type), $Million and Million Units, 2019-2025 ..................................................................... 90 4.1.4.3.2.2 Mexico Automotive Camera Market (by Application), $Million and Million Units, 2019-2025 ..................................................................................................... 91 4.1.4.3.3

Product ..................................................................................................................... 92

4.1.4.3.3.1 Mexico Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................... 92

4.2

Europe .............................................................................................................. 93

4.2.1 Market ........................................................................................................... 93 4.2.1.1

Key Manufacturers and Suppliers in Europe ..................................................... 93

4.2.1.2

Competitive Benchmarking ................................................................................ 93

4.2.1.3

Business Challenges ......................................................................................... 93

4.2.1.4

Business Drivers ................................................................................................ 93

4.2.2 Application ................................................................................................... 95 4.2.2.1

Europe Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025 ........................................................................... 95

4.2.2.2

Europe Automotive Camera Market (by Application), Million Units and

4.2.3 Product ......................................................................................................... 96 4.2.3.1

Europe Automotive Camera Market (by Type), Million Units and $Million, 2019-2025.......................................................................................................... 96

4.2.4 Europe: Country-Level Analysis ................................................................ 97 4.2.4.1

Germany ............................................................................................................ 97

4.2.4.1.1

Market ...................................................................................................................... 97

4.2.4.1.1.1 Buyer Attributes ................................................................................................ 97 4.2.4.1.1.2 Key Manufacturers and Suppliers in Germany ................................................. 97 4.2.4.1.1.3 Business Challenges ........................................................................................ 97 4.2.4.1.1.4 Business Drivers ............................................................................................... 97 4.2.4.1.2

Application................................................................................................................ 98

Automotive Camera– A Global and Regional Market Analysis

$Million, 2019-2025 ........................................................................................... 95

4.2.4.1.2.1 Germany Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025 ..................................................................... 98 4.2.4.1.2.2 Germany Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ................................................................................................. 99 4.2.4.1.3

Product ................................................................................................................... 100

4.2.4.1.3.1 Germany Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................... 100

4.2.4.2

Spain................................................................................................................ 100

4.2.4.2.1

Market .................................................................................................................... 100

4.2.4.2.1.1 Buyer Attributes .............................................................................................. 100 4.2.4.2.1.2 Key Manufacturers and Suppliers in Spain .................................................... 101 4.2.4.2.1.3 Business Challenges ...................................................................................... 101 4.2.4.2.1.4 Business Drivers ............................................................................................. 101 4.2.4.2.2

Application.............................................................................................................. 102

4.2.4.2.2.1 Spain Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025............................................................................... 102 4.2.4.2.2.2 Spain Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ............................................................................................... 103 Product ................................................................................................................... 104

4.2.4.2.3.1 Spain Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................. 104

4.2.4.3

France.............................................................................................................. 104

4.2.4.3.1

Market .................................................................................................................... 104

4.2.4.3.1.1 Buyer Attributes .............................................................................................. 104 4.2.4.3.1.2 Key Manufacturers and Suppliers in France .................................................. 105 4.2.4.3.1.3 Business Challenges ...................................................................................... 105 4.2.4.3.1.4 Business Drivers ............................................................................................. 105 4.2.4.3.2

Application.............................................................................................................. 106

4.2.4.3.2.1 France Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025............................................................................... 106

Automotive Camera– A Global and Regional Market Analysis

4.2.4.2.3

4.2.4.3.2.2 France Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ............................................................................................... 107 4.2.4.3.3

Product ................................................................................................................... 108

4.2.4.3.3.1 France Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................. 108

4.2.4.4

Rest-of-Europe ................................................................................................ 108

4.2.4.4.1

Market .................................................................................................................... 108

4.2.4.4.1.1 Buyer Attributes .............................................................................................. 108 4.2.4.4.1.2 Key Manufacturers and Suppliers in Rest-of-Europe ..................................... 109 4.2.4.4.1.3 Business Challenges ...................................................................................... 109 4.2.4.4.1.4 Business Drivers ............................................................................................. 109

4.2.4.5

Application ....................................................................................................... 110

4.2.4.5.1

Rest-of-Europe Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025 ................................................................... 110

4.2.4.5.2

Rest-of-Europe Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ............................................................................................... 110

4.2.4.6

Product ............................................................................................................ 111

4.2.4.6.1

Rest-of-Europe Automotive Camera Market (by Type), Million Units and

4.3

U.K. ................................................................................................................. 112

4.3.1 Market ......................................................................................................... 112 4.3.1.1

Buyer Attributes ............................................................................................... 112

4.3.1.2

Key Manufacturers and Suppliers in the U.K. .................................................. 112

4.3.1.3

Competitive Benchmarking .............................................................................. 112

4.3.1.4

Business Challenges ....................................................................................... 113

4.3.1.5

Business Drivers .............................................................................................. 113

4.3.2 Application ................................................................................................. 114 4.3.2.1

U.K. Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025 ......................................................................... 114

4.3.2.2

U.K. Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ......................................................................................... 114 9

Automotive Camera– A Global and Regional Market Analysis

$Million, 2019-2025 ............................................................................................... 111

4.3.3 Product ....................................................................................................... 115 4.3.3.1

U.K. Automotive Camera Market (by Type), Million Units and $Million, 2019-2025........................................................................................................ 115

4.4

China ............................................................................................................... 116

4.4.1 Market ......................................................................................................... 116 4.4.1.1

Buyer Attributes ............................................................................................... 116

4.4.1.2

Key Manufacturers and Suppliers in China ..................................................... 116

4.4.1.3

Competitive Benchmarking .............................................................................. 116

4.4.1.4

Business Challenges ....................................................................................... 116

4.4.1.5

Business Drivers .............................................................................................. 117

4.4.2 Application ................................................................................................. 118 4.4.2.1

China Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025 ......................................................................... 118

4.4.2.2

China Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ......................................................................................... 118

4.4.3 Product ....................................................................................................... 119 4.4.3.1

China Automotive Camera Market (by Type), Million Units and $Million,

4.5

Asia-Pacific and Japan .................................................................................. 120

4.5.1 Market ......................................................................................................... 120 4.5.1.1

Key Manufacturers and Suppliers in Asia-Pacific and Japan .......................... 120

4.5.1.2

Competitive Benchmarking .............................................................................. 120

4.5.1.3

Business Challenges ....................................................................................... 120

4.5.1.4

Business Drivers .............................................................................................. 121

4.5.2 Application ................................................................................................. 122 4.5.2.1

Asia-Pacific and Japan Automotive Camera Market (by Level of Autonomy), Million Units and $Million, 2019-2025 ........................................... 122

4.5.2.2

Asia-Pacific and Japan Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 .............................................................. 122

4.5.3 Product ....................................................................................................... 123

Automotive Camera– A Global and Regional Market Analysis

2019-2025........................................................................................................ 119

4.5.3.1

Asia-Pacific and Japan Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 .................................................................................. 123

4.5.4 Asia-Pacific and Japan: Country-Level Analysis.................................... 124 4.5.4.1

India ................................................................................................................. 124

4.5.4.1.1

Market .................................................................................................................... 124

4.5.4.1.1.1 Buyer Attributes .............................................................................................. 124 4.5.4.1.1.2 Key Manufacturers and Suppliers in India ...................................................... 124 4.5.4.1.1.3 Business Challenges ...................................................................................... 124 4.5.4.1.1.4 Business Drivers ............................................................................................. 125 4.5.4.1.2

Application.............................................................................................................. 126

4.5.4.1.2.1 India Automotive Camera Market (by Level of Autonomy), Million Units and $Million, 2019-2025 ........................................................................................ 126 4.5.4.1.2.2 India Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ............................................................................................... 126 4.5.4.1.3

Product ................................................................................................................... 127

4.5.4.1.3.1 India Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................. 127

South Korea ..................................................................................................... 128

4.5.4.2.1

Market .................................................................................................................... 128

4.5.4.2.1.1 Buyer Attributes .............................................................................................. 128 4.5.4.2.1.2 Key Manufacturers and Suppliers in South Korea ......................................... 128 4.5.4.2.1.3 Business Challenges ...................................................................................... 128 4.5.4.2.1.4 Business Drivers ............................................................................................. 128 4.5.4.2.2

Application.............................................................................................................. 129

4.5.4.2.2.1 South Korea Automotive Camera Market (by Level of Autonomy Type), Million Units and $Million, 2019-2025 ................................................................... 129 4.5.4.2.2.2 South Korea Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ........................................................................................ 130 4.5.4.2.3

Product ................................................................................................................... 131

4.5.4.2.3.1 South Korea Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................... 131 11 All rights reserved at BIS Research Inc.

Automotive Camera– A Global and Regional Market Analysis

4.5.4.2

4.5.4.3

Japan ............................................................................................................... 131

4.5.4.3.1

Market .................................................................................................................... 131

4.5.4.3.1.1 Buyer Attributes .............................................................................................. 131 4.5.4.3.1.2 Key Manufacturers and Suppliers in Japan .................................................... 132 4.5.4.3.1.3 Business Challenges ...................................................................................... 132 4.5.4.3.1.4 Business Drivers ............................................................................................. 132 4.5.4.3.2

Application.............................................................................................................. 133

4.5.4.3.2.1 Japan Automotive Camera Market (by Level of Autonomy), Million Units and $Million, 2019-2025 ........................................................................................ 133 4.5.4.3.2.2 Japan Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ............................................................................................... 134 4.5.4.3.3

Product ................................................................................................................... 135

4.5.4.3.3.1 Japan Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ............................................................................................................. 135

4.5.4.4

Rest-of-Asia-Pacific and Japan ....................................................................... 135

4.5.4.4.1

Market .................................................................................................................... 135

4.5.4.4.1.1 Key Manufacturers and Suppliers in Rest-of-Asia-Pacific and Japan ............ 135

4.5.4.4.1.3 Business Drivers ............................................................................................. 136 4.5.4.4.2

Application.............................................................................................................. 137

4.5.4.4.2.1 Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Level of Autonomy), Million Units and $Million, 2019-2025 ................................................ 137 4.5.4.4.2.2 Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 .............................................. 137 4.5.4.4.3

Product ................................................................................................................... 138

4.5.4.4.3.1 Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Type), Million Units and $Million, 2019-2025 ................................................................... 138

4.6

Rest-of-the-World (RoW) ............................................................................... 139

4.6.1 South America ........................................................................................... 139 4.6.1.1

Market .............................................................................................................. 139

4.6.1.1.1

Buyer attributes ...................................................................................................... 139 12

Automotive Camera– A Global and Regional Market Analysis

4.5.4.4.1.2 Business Challenges ...................................................................................... 135

4.6.1.1.2

Key Manufacturers and Suppliers in South America ............................................. 139

4.6.1.1.3

Business Challenges ............................................................................................. 139

4.6.1.1.4

Business Drivers .................................................................................................... 139

4.6.2 Middle East and Africa .............................................................................. 140 4.6.2.1

Market .............................................................................................................. 140

4.6.2.1.1

Buyer Attributes...................................................................................................... 140

4.6.2.1.2

Key Manufacturers and Suppliers in the Middle East and Africa........................... 140

4.6.2.1.3

Business Challenges ............................................................................................. 140

4.6.2.1.4

Business Drivers .................................................................................................... 141

4.6.3 Competitive Benchmarking ...................................................................... 141 4.6.4 Application ................................................................................................. 142 4.6.4.1

Rest-of-the-World Automotive Camera Market (by Level of Autonomy), Million Units and $Million, 2019-2025 .............................................................. 142

4.6.4.2

Rest-of-the-World Automotive Camera Market (by Application), Million Units and $Million, 2019-2025 ......................................................................... 143

4.6.5 Product ....................................................................................................... 144 4.6.5.1

Rest-of-the-World Automotive Camera Market (by Type), Million Units and

Markets - Competitive Benchmarking & Company Profiles ....... 145 5.1

Competitive Benchmarking .......................................................................... 146

5.2

Company Profiles .......................................................................................... 147

5.2.1 Ficosa International S.A. ........................................................................... 147 5.2.1.1

Company Overview ......................................................................................... 147

5.2.1.1.1

Product Portfolio..................................................................................................... 147

5.2.1.1.2

Production Sites and R&D Analysis ....................................................................... 147

5.2.1.2

Business Strategies ......................................................................................... 148

5.2.1.2.1

Product Development ............................................................................................ 148

5.2.1.2.2

Market Development .............................................................................................. 148

5.2.1.3

Corporate Strategies........................................................................................ 148

5.2.1.3.1

Partnerships and Collaborations ............................................................................ 148 13

Automotive Camera– A Global and Regional Market Analysis

$Million, 2019-2025 ......................................................................................... 144

5.2.1.4

Competitive Position ........................................................................................ 148

5.2.1.4.1

Strengths of the Company ..................................................................................... 148

5.2.1.4.2

Weakness of the Company .................................................................................... 148

5.2.2 HELLA GmbH & Co. KGaA ....................................................................... 149 5.2.2.1

Company Overview ......................................................................................... 149

5.2.2.1.1

Product Portfolio..................................................................................................... 149

5.2.2.1.2

R&D Analysis ......................................................................................................... 150

5.2.2.2

Business Strategies ......................................................................................... 150

5.2.2.2.1

5.2.2.3

Product Development ............................................................................................ 150

Corporate Strategies........................................................................................ 150

5.2.2.3.1

Partnerships and Collaborations ............................................................................ 150

5.2.2.4

Patent Analysis ................................................................................................ 151

5.2.2.5

Competitive Position ........................................................................................ 151

5.2.2.5.1

Strength.................................................................................................................. 151

5.2.2.5.2

Weakness .............................................................................................................. 151

5.2.3 Denso Corporation .................................................................................... 152 Company Overview ......................................................................................... 152

5.2.3.1.1

Product Portfolio..................................................................................................... 152

5.2.3.1.2

Production Sites and R&D Analysis ....................................................................... 152

5.2.3.2

Business Strategies ......................................................................................... 153

5.2.3.2.1

Product Development ............................................................................................ 153

5.2.3.2.2

Market Development .............................................................................................. 153

5.2.3.3

Corporate Strategies........................................................................................ 154

5.2.3.3.1

Partnerships and Collaborations ............................................................................ 154

5.2.3.4

Patent Analysis ................................................................................................ 154

5.2.3.5

Competitive Position ........................................................................................ 155

5.2.3.5.1

Strength.................................................................................................................. 155

5.2.3.5.2

Weakness .............................................................................................................. 155

Automotive Camera– A Global and Regional Market Analysis

5.2.3.1

5.2.4.1

Company Overview ......................................................................................... 156

5.2.4.1.1

Product Portfolio..................................................................................................... 156

5.2.4.1.2

Production Sites and R&D Analysis ....................................................................... 156

5.2.4.2

Business Strategies ......................................................................................... 157

5.2.4.2.1

5.2.4.3

Product Development ............................................................................................ 157

Corporate Strategies........................................................................................ 158

5.2.4.3.1

Partnerships and Collaborations ............................................................................ 158

5.2.4.4

Patent Analysis ................................................................................................ 158

5.2.4.5

Competitive Position ........................................................................................ 159

5.2.4.5.1

Strength.................................................................................................................. 159

5.2.4.5.2

Weakness .............................................................................................................. 159

5.2.5 Kappa optronics GmbH ............................................................................ 160 Company Overview ......................................................................................... 160

5.2.5.1.1

Product Portfolio..................................................................................................... 160

5.2.5.1.2

Production Sites ..................................................................................................... 160

5.2.5.2

Business Strategies ......................................................................................... 160

5.2.5.2.1

Product Development ............................................................................................ 160

5.2.5.2.2

Market Development .............................................................................................. 161

5.2.5.3

Competitive Position ........................................................................................ 161

5.2.5.3.1

Strength.................................................................................................................. 161

5.2.5.3.2

Weakness .............................................................................................................. 161

5.2.6 Magna International Inc. ........................................................................... 162 5.2.6.1

Company Overview ......................................................................................... 162

5.2.6.1.1

Product Portfolio..................................................................................................... 162

5.2.6.1.2

Production Sites and R&D Analysis ....................................................................... 162

5.2.6.2

Business Strategies ......................................................................................... 163

5.2.6.2.1

Product Development ............................................................................................ 163

5.2.6.2.2

Market Development .............................................................................................. 163

5.2.6.3

Patent Analysis ................................................................................................ 164 15

Automotive Camera– A Global and Regional Market Analysis

5.2.5.1

5.2.6.4

Competitive Position ........................................................................................ 164

5.2.6.4.1

Strength.................................................................................................................. 164

5.2.6.4.2

Weakness .............................................................................................................. 164

5.2.7 OmniVision Technologies, Inc. ................................................................ 165 5.2.7.1

Company Overview ......................................................................................... 165

5.2.7.1.1

Product Portfolio..................................................................................................... 165

5.2.7.1.2

Production Sites ..................................................................................................... 165

5.2.7.2

Business Strategies ......................................................................................... 165

5.2.7.2.1

5.2.7.3

Product Development ............................................................................................ 165

Corporate Strategies........................................................................................ 166

5.2.7.3.1

Partnerships and Collaborations ............................................................................ 166

5.2.7.4

Patent Analysis ................................................................................................ 166

5.2.7.5

Competitive Position ........................................................................................ 167

5.2.7.5.1

Strength.................................................................................................................. 167

5.2.7.5.2

Weakness .............................................................................................................. 167

5.2.8 Stonkam Co., Ltd. ...................................................................................... 168 Company Overview ......................................................................................... 168

5.2.8.1.1

Product Portfolio..................................................................................................... 168

5.2.8.1.2

Production Sites ..................................................................................................... 168

5.2.8.2

Business Strategies ......................................................................................... 168

5.2.8.2.1

Product Development ............................................................................................ 168

5.2.8.2.2

Market Development .............................................................................................. 169

5.2.8.3

Competitive Position ........................................................................................ 169

5.2.8.3.1

Strength.................................................................................................................. 169

5.2.8.3.2

Weakness .............................................................................................................. 169

5.2.9 Continental AG .......................................................................................... 170 5.2.9.1

Company Overview ......................................................................................... 170

5.2.9.1.1

Product Portfolio..................................................................................................... 170

5.2.9.1.2

Production Sites and R&D Analysis ....................................................................... 170

Automotive Camera– A Global and Regional Market Analysis

5.2.8.1

5.2.9.2

Business Strategies ......................................................................................... 171

5.2.9.3

Product Development ...................................................................................... 171

5.2.9.3.1

5.2.9.4

Market Development .............................................................................................. 172

Business Strategies ......................................................................................... 172

5.2.9.4.1

Partnerships and Collaborations ............................................................................ 172

5.2.9.5

Patent Analysis ................................................................................................ 172

5.2.9.6

Competitive Position ........................................................................................ 173

5.2.9.6.1

Strength.................................................................................................................. 173

5.2.9.6.2

Weakness of the company in the market ............................................................... 173

5.2.10 Ricoh Company Ltd................................................................................... 174 5.2.10.1 Company Overview ......................................................................................... 174 5.2.10.1.1 Product Portfolio..................................................................................................... 174 5.2.10.1.2 Production Sites and R&D Analysis ....................................................................... 174

5.2.10.2 Business Strategies ......................................................................................... 175 5.2.10.2.1 Product Development ............................................................................................ 175

5.2.10.3 Corporate Strategies........................................................................................ 175

5.2.10.4 Patent Analysis ................................................................................................ 176 5.2.10.5 Competitive Position ........................................................................................ 177 5.2.10.5.1 Strength.................................................................................................................. 177 5.2.10.5.2 Weakness .............................................................................................................. 177

5.2.11 Robert Bosch GmbH ................................................................................. 178 5.2.11.1 Company Overview ......................................................................................... 178 5.2.11.1.1 Product Portfolio..................................................................................................... 178 5.2.11.1.2 R&D Analysis ......................................................................................................... 179

5.2.11.2 Business Strategies ......................................................................................... 179 5.2.11.2.1 Product Development ............................................................................................ 179 5.2.11.2.2 Market Development .............................................................................................. 179

Automotive Camera– A Global and Regional Market Analysis

5.2.10.3.1 Partnerships and Collaborations ............................................................................ 175

5.2.11.3.1 Partnerships and Collaborations ............................................................................ 180

5.2.11.4 Patent Analysis ................................................................................................ 180 5.2.11.5 Competitive Position ........................................................................................ 181 5.2.11.5.1 Strength.................................................................................................................. 181 5.2.11.5.2 Weakness .............................................................................................................. 181

5.2.12 STMicroelectronics N.V. ........................................................................... 182 5.2.12.1 Company Overview ......................................................................................... 182 5.2.12.1.1 Product Portfolio..................................................................................................... 182 5.2.12.1.2 Production Sites & R&D Analysis .......................................................................... 182

5.2.12.2 Business Strategies ......................................................................................... 183 5.2.12.2.1 Product Development ............................................................................................ 183

5.2.12.3 Corporate Strategies........................................................................................ 183 5.2.12.3.1 Partnerships and Collaborations ............................................................................ 183

5.2.12.4 Patent Analysis ................................................................................................ 184 5.2.12.5 Competitive Position ........................................................................................ 185 5.2.12.5.1 Strengths ................................................................................................................ 185

5.2.13 Valeo Group ............................................................................................... 186 5.2.13.1 Company Overview ......................................................................................... 186 5.2.13.1.1 Product Portfolio..................................................................................................... 186 5.2.13.1.2 Production Sites and R&D Analysis ....................................................................... 186

5.2.13.2 Business Strategies ......................................................................................... 187 5.2.13.2.1 Product Development ............................................................................................ 187 5.2.13.2.2 Market Development .............................................................................................. 187

5.2.13.3 Corporate Strategies........................................................................................ 188 5.2.13.3.1 Partnerships and Collaborations ............................................................................ 188

5.2.13.4 Patent Analysis ................................................................................................ 188 5.2.13.5 Competitive Position ........................................................................................ 189 5.2.13.5.1 Strength.................................................................................................................. 189

Automotive Camera– A Global and Regional Market Analysis

5.2.12.5.2 Weakness .............................................................................................................. 185

5.2.13.5.2 Weakness .............................................................................................................. 189

5.2.14 LG Innotek Co., Ltd. .................................................................................. 190 5.2.14.1 Company Overview ......................................................................................... 190 5.2.14.1.1 Product Portfolio..................................................................................................... 190 5.2.14.1.2 R&D Analysis ......................................................................................................... 191

5.2.14.2 Business Strategies ......................................................................................... 191 5.2.14.2.1 Market Development .............................................................................................. 191

5.2.14.3 Patent Analysis ................................................................................................ 191 5.2.14.4 Competitive Position ........................................................................................ 192 5.2.14.4.1 Strengths of the company in the market ................................................................ 192 5.2.14.4.2 Weakness of the company in the market ............................................................... 192

5.2.15 Aptiv PLC ................................................................................................... 193 5.2.15.1 Company Overview ......................................................................................... 193 5.2.15.1.1 Product Portfolio..................................................................................................... 193 5.2.15.1.2 Production Sites and R&D Analysis ....................................................................... 193

5.2.15.2 Business Strategies ......................................................................................... 194

5.2.15.3 Corporate Strategies........................................................................................ 194 5.2.15.3.1 Partnerships and Collaborations ............................................................................ 194

5.2.15.4 Patent Analysis ................................................................................................ 195 5.2.15.5 Competitive Position ........................................................................................ 195 5.2.15.5.1 Strength.................................................................................................................. 195 5.2.15.5.2 Weakness of the company in the market ............................................................... 195

Research Methodology ............................................................ 196 6.1

Data Sources .................................................................................................. 196

6.1.1 Primary Data Sources ............................................................................... 196 6.1.2 Secondary Data Sources .......................................................................... 196 6.2

Data Triangulation ......................................................................................... 197

6.3

Market Estimation and Forecast ................................................................... 199 19

Automotive Camera– A Global and Regional Market Analysis

5.2.15.2.1 Market Development .............................................................................................. 194

Automotive Camera– A Global and Regional Market Analysis

6.3.1 Factors for Data Prediction and Modeling .............................................. 200

Figure 1:

Global Automotive Camera Market (by Type), 2019-2025

Figure 2:

Global Automotive Camera Market (by Level of Autonomy), 2019-2025

Figure 3:

Global Automotive Camera Market (by View Type), 2019-2025

Figure 4:

Global Automotive Camera Market (by Application), 2019-2025

Figure 5:

Global Automotive Camera Market (by Region), 2019

Figure 6:

Global Automotive Camera Market: Coverage

Figure 3:

Government Investment for Autonomous Vehicle and Infrastructure

Figure 4:

Business Dynamics for the Automotive Camera Market

Figure 5:

Key Developments, 2017-2020

Figure 6:

Share of Key Market Strategies and Developments (2017-2020)

Figure 7:

Share of Key Market Strategies and Developments

Figure 8:

Automotive Camera Market (Rear View), $Million and Million Units, 2019-2025

Figure 9:

Automotive Camera Market (Side View), $Million and Million Units, 2019-2025

Figure 10:

Automotive Camera Market (In-Vehicle Camera), $Million and Million Units, 2019-2025

Figure 11:

Automotive Camera Market (Front View Camera), $Million and Million Units, 2019-2025

Figure 12:

Automotive Camera Market (Single View), $Million and Million Units, 2019-2025

Figure 13:

Automotive Camera Market (Multi View), $Million and Million Units, 2019-2025

Figure 14:

North America Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 15:

U.S. Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 16:

Canada Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 17:

Mexico Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 18:

Europe Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 19:

Germany Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 20:

Spain Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 21:

France Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 22:

Rest-of-Europe Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 23:

U.K. Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 24:

China Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 25:

Asia-Pacific and Japan Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 26:

India Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 27:

South Korea Automotive Camera Market, $Million and Million Units, 2019-2025

Automotive Camera– A Global and Regional Market Analysis

List of Figures

Figure 28:

Japan Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 29:

Rest-of-Asia-Pacific and Japan Automotive Camera Market, $Million and Million Units, 2019-

Figure 30:

Rest-of-the-World Automotive Camera Market, $Million and Million Units, 2019-2025

Figure 31:

HELLA GmbH & Co. KGaA: R&D Expenditure

Figure 32:

Denso Corporation: R&D Expenditure

Figure 33:

Hyundai Mobis Co. Ltd.: R&D Expenditure

Figure 34:

Magna International Inc.: R&D Expenditure

Figure 35:

Continental AG: R&D Expenditure

Figure 36:

Ricoh Company Ltd.: R&D Expenditure

Figure 37:

Robert Bosch GmbH: R&D Expenditure

Figure 38:

STMicroelectronics N.V.: R&D Expenditure

Figure 39:

Valeo Group: R&D Expenditure

Figure 40:

LG Innotek CO., Ltd.: R&D Expenditure

Figure 41:

Aptiv PLC: R&D Expenditure

Figure 42:

Data Triangulation

Figure 43:

Top-Down and Bottom-Up Approach

Figure 44:

Assumptions and Limitations

Automotive Camera– A Global and Regional Market Analysis

2025

Table 1:

Global Automotive Camera Market Overview, 2019 and 2025

Table 2:

Current Laws and Regulatory Bodies Related to Autonomous Vehicles by Country

Table 3:

Impact of Business Drivers

Table 1:

Road Accident Fatalities in the U.S.

Table 2:

Impact of Business Restraints

Table 3:

Impact of Business Opportunities

Table 4:

Global Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 5:

Global Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 6:

Global Automotive Camera Market (by Application), Million Units, 2019-2025

Table 7:

Global Automotive Camera Market (by Application), $Million, 2019-2025

Table 8:

Global Automotive Camera Market (by Product Type), Million Units, 2019-2025

Table 9:

Global Automotive Camera Market (by Product Type), $Million, 2019-2025

Table 10:

Global Automotive Camera Market (by View Type), Million Units, 2019-2025

Table 11:

Global Automotive Camera Market (by View Type), $Million, 2019-2025

Table 12:

Global Automotive Camera Market (by Technology), Million Units, 2019-2025

Table 13:

Global Automotive Camera Market (by Technology), $Million, 2019-2025

Table 14:

Global Automotive Camera Market (by Region), Million Units, 2019-2025

Table 15:

Global Automotive Camera Market (by Region), $Million, 2019-2025

Table 16:

North America Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 17:

North America Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 18:

North America Automotive Camera Market (by Application), Million Units, 2019-2025

Table 19:

North America Automotive Camera Market (by Application), $Million, 2019-2025

Table 20:

North America Automotive Camera Market (by Type), Million Units, 2019-2025

Table 21:

North America Automotive Camera Market (by Type), $Million, 2019-2025

Table 22:

U.S. Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 23:

U.S. Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 24:

U.S. Automotive Camera Market (by Application), Million Units, 2019-2025

Table 25:

U.S. Automotive Camera Market (by Application), $Million, 2019-2025

Table 26:

U.S. Automotive Camera Market (by Type), Million Units, 2019-2025

Table 27:

U.S. Automotive Camera Market (by Type), $Million, 2019-2025

Table 28:

Canada Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Automotive Camera– A Global and Regional Market Analysis

List of Tables

Canada Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 30:

Canada Automotive Camera Market (by Application), Million Units, 2019-2025

Table 31:

Canada Automotive Camera Market (by Application), $Million, 2019-2025

Table 32:

Canada Automotive Camera Market (by Type), Million Units, 2019-2025

Table 33:

Canada Automotive Camera Market (by Type), $Million, 2019-2025

Table 34:

Mexico Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 35:

Mexico Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 36:

Mexico Automotive Camera Market (by Application), Million Units, 2019-2025

Table 37:

Mexico Automotive Camera Market (by Application), $Million, 2019-2025

Table 38:

Mexico Automotive Camera Market (by Type), Million Units, 2019-2025

Table 39:

Mexico Automotive Camera Market (by Type), $Million, 2019-2025

Table 40:

Europe Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 41:

Europe Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 42:

Europe Automotive Camera Market (by Application), Million Units, 2019-2025

Table 43:

Europe Automotive Camera Market (by Application), $Million, 2019-2025

Table 44:

Europe Automotive Camera Market (by Type), Million Units, 2019-2025

Table 45:

Europe Automotive Camera Market (by Type), $Million, 2019-2025

Table 46:

Germany Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 47:

Germany Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 48:

Germany Automotive Camera Market (by Application), Million Units, 2019-2025

Table 49:

Germany Automotive Camera Market (by Application), $Million, 2019-2025

Table 50:

Germany Automotive Camera Market (by Type), Million Units, 2019-2025

Table 51:

Germany Automotive Camera Market (by Type), $Million, 2019-2025

Table 52:

Spain Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 53:

Spain Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 54:

Spain Automotive Camera Market (by Application), Million Units, 2019-2025

Table 55:

Spain Automotive Camera Market (by Application), $Million, 2019-2025

Table 56:

Spain Automotive Camera Market (by Type), Million Units, 2019-2025

Table 57:

Spain Automotive Camera Market (by Type), $Million, 2019-2025

Table 58:

France Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 59:

France Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 60:

France Automotive Camera Market (by Application), Million Units, 2019-2025

Table 61:

France Automotive Camera Market (by Application), $Million, 2019-2025

Table 62:

France Automotive Camera Market (by Type), Million Units, 2019-2025 24

Automotive Camera– A Global and Regional Market Analysis

Table 29:

France Automotive Camera Market (by Type), $Million, 2019-2025

Table 64:

Rest-of-Europe Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 65:

Rest-of-Europe Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 66:

Rest-of-Europe Automotive Camera Market (by Application), Million Units, 2019-2025

Table 67:

Rest-of-Europe Automotive Camera Market (by Application), $Million, 2019-2025

Table 68:

Rest-of-Europe Automotive Camera Market (by Type), Million Units, 2019-2025

Table 69:

Rest-of-Europe Automotive Camera Market (by Type), $Million, 2019-2025

Table 70:

U.K. Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 71:

U.K. Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 72:

U.K. Automotive Camera Market (by Application), Million Units, 2019-2025

Table 73:

U.K. Automotive Camera Market (by Application), $Million, 2019-2025

Table 74:

U.K. Automotive Camera Market (by Type), Million Units, 2019-2025

Table 75:

U.K. Automotive Camera Market (by Type), $Million, 2019-2025

Table 76:

China Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 77:

China Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 78:

China Automotive Camera Market (by Application), Million Units, 2019-2025

Table 79:

China Automotive Camera Market (by Application), $Million, 2019-2025

Table 80:

China Automotive Camera Market (by Type), Million Units, 2019-2025

Table 81:

China Automotive Camera Market (by Type), $Million, 2019-2025

Table 82:

Asia-Pacific and Japan Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 83:

Asia-Pacific and Japan Automotive Camera Market (by Level of Autonomy), $Million, 20192025

Table 84:

Asia-Pacific and Japan Automotive Camera Market (by Application), Million Units, 2019-2025

Table 85:

Asia-Pacific and Japan Automotive Camera Market (by Application), $Million, 2019-2025

Table 86:

Asia-Pacific and Japan Automotive Camera Market (by Type), Million Units, 2019-2025

Table 87:

Asia-Pacific and Japan Automotive Camera Market (by Type), $Million, 2019-2025

Table 88:

India Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 89:

India Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 90:

India Automotive Camera Market (by Application), Million Units, 2019-2025

Table 91:

India Automotive Camera Market (by Application), $Million, 2019-2025

Table 92:

India Automotive Camera Market (by Type), Million Units, 2019-2025

Table 93:

India Automotive Camera Market (by Type), $Million, 2019-2025

Table 94:

South Korea Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025 25

Automotive Camera– A Global and Regional Market Analysis

Table 63:

Table 95:

South Korea Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 96:

South Korea Automotive Camera Market (by Application), Million Units, 2019-2025

Table 97:

South Korea Automotive Camera Market (by Application), $Million, 2019-2025

Table 98:

South Korea Automotive Camera Market (by Type), Million Units, 2019-2025

Table 99:

South Korea Automotive Camera Market (by Type), $Million, 2019-2025

Table 100:

Japan Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 101:

Japan Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 102:

Japan Automotive Camera Market (by Application), Million Units, 2019-2025

Table 103:

Japan Automotive Camera Market (by Application), $Million, 2019-2025

Table 104:

Japan Automotive Camera Market (by Type), Million Units, 2019-2025

Table 105:

Japan Automotive Camera Market (by Type), $Million, 2019-2025

Table 106:

Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 107:

Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 108:

Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Application), Million Units, 2019-2025

Table 109:

Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Application), $Million, 20192025

Table 110:

Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Type), Million Units, 2019-

Table 111:

Rest-of-Asia-Pacific and Japan Automotive Camera Market (by Type), $Million, 2019-2025

Table 112:

RoW Automotive Camera Market (by Level of Autonomy), Million Units, 2019-2025

Table 113:

Rest-of-the-World Automotive Camera Market (by Level of Autonomy), $Million, 2019-2025

Table 114:

Rest-of-the-World Automotive Camera Market (by Application), Million Units, 2019-2025

Table 115:

Rest-of-the-World Automotive Camera Market (by Application), $Million, 2019-2025

Table 116:

Rest-of-the-World Automotive Camera Market (by Type), Million Units, 2019-2025

Table 117:

Rest-of-the-World Automotive Camera Market (by Type), $Million, 2019-2025

Automotive Camera– A Global and Regional Market Analysis

2025

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Automotive Camera– A Global and Regional Market Analysis

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Automotive Camera– A Global and Regional Market Analysis

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Automotive Camera– A Global and Regional Market Analysis

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