マシンビジョン市場 : 2027 年までの世界予測

出版:MarketsandMarkets(マーケッツアンドマーケッツ) 出版年月:2022年11月

マシンビジョン市場 : コンポーネント (ハードウェア、ソフトウェア)、展開 (一般、ロボットセル)、製品 (PC ベースのマシンビジョンシステム、スマートカメラベースのマシンビジョンシステム)、エンドユーザー業界、地域別 – 2027 年までの世界予測
Machine Vision Market by Component (Hardware, Software), Deployment (General, Robotic Cells), Product (PC-based Machine Vision System, Smart Camera-based Machine Vision System), End-user Industry, Region – Global Forecast to 2027

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The machine vision market is projected to grow from USD 12.0 billion in 2022 to USD 17.2 billion in 2027; it is expected to grow at a CAGR of 7.4% during the forecasted period. Machine vision is mainly used in industries for quality assurance & inspection, positioning & guidance, measurement, identification, predictive maintenance.

マシンビジョン市場 : コンポーネント (ハードウェア、ソフトウェア)、展開 (一般、ロボットセル)、製品 (PC ベースのマシンビジョンシステム、スマートカメラベースのマシンビジョンシステム)、エンドユーザー業界、地域別 – 2027 年までの世界予測

“Market for smart camera based products is expected to grow at highest CAGR during forecasted period.”
The machine vision market is segmented in to two types of products PC based and smart camera based products. Smart cameras are employed for a number of automated functions, whether complementing a multipart machine vision system or as standalone image-processing units. Smart camera based machine vision systems consist of an embedded controller with integrated vision software that is directly connected to one or more cameras. Smart camera based systems are cost-effective.

“Deployment by robotic cells to have significant growth opportunities between 2022 and 2027”
Machine vision and robotic systems are being integrated and used in the manufacturing industry due to the advent of low-cost smart cameras and pattern-matching software. Machine vision, paired with AI and deep learning, inflate the role of robots in performing production-line tasks, such as picking, sorting, placing, and performing a manufacturing line scan. Vision-guided robots make processes completely automatic and enable flexibility in inspection and integrated functions and motion performed by robots, such as rotating and tilting.

“Market for Asia Pacific is to grow at highest CAGR during forecast period.”
The machine vision market is expected to grow at highest CAGR in Asia pacific region. The fastest growth of the machine vision market in Asia Pacific can be attributed to the growing opportunities for machine vision systems in industries such as consumer electronics, food & packaging, pharmaceutical, electronics & semiconductor. In the Asia Pacific region china is the country expected to grow at the highest CAGR during forecasted period. Being a hub for various manufacturing industries, China has a huge market for machine vision system. The growth of the market in China is mainly driven by the consumer electronics market.

In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with key industry experts in the machine vision market space. The break-up of primary participants for the report has been shown below:
• By Company Type: Tier 1 – 55%, Tier 2 – 20%, and Tier 3 – 25%
• By Designation: C-level Executives – 35%, Manager Level – 65%
• By Region: North America –10%, APAC– 40%, Europe – 20%, and RoW – 30%
The report profiles key players in the machine vision market with their respective market ranking analysis. Prominent players profiled in this report are Cognex Corporation (US), Keyence (Japan), Teledyne Technologies (US), TKH GROUP (Germany), Basler (Germany), OMRON Corporation(Japan), NATIONAL INSTRUMENTS CORP (US), Intel Corporation(US).

Machine Vision Market by Component (Hardware, Software), Deployment (General, Robotic Cells), Product (PC-based Machine Vision System, Smart Camera-based Machine Vision System), End-user Industry, Region – Global Forecast to 2027
Research Coverage:
This research report categorizes the machine vision market on the basis Product type, Components, Deployment, Geography, End-user Industry. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the machine vision market and forecasts the same till 2027. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the machine vision ecosystem.
Key Benefits of Buying the Report
The report will help market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall machine vision market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.


目次

1 INTRODUCTION 29
1.1 STUDY OBJECTIVES 29
1.2 MARKET DEFINITION 29
1.2.1 INCLUSIONS AND EXCLUSIONS 30
1.3 STUDY SCOPE 31
1.3.1 MARKETS COVERED 31
FIGURE 1 MARKET SEGMENTATION 31
1.3.2 GEOGRAPHIC SCOPE 31
1.3.3 YEARS CONSIDERED 32
1.4 CURRENCY CONSIDERED 32
1.5 UNITS CONSIDERED 32
1.6 LIMITATIONS 32
1.7 STAKEHOLDERS 33
1.8 SUMMARY OF CHANGES 33
2 RESEARCH METHODOLOGY 34
2.1 RESEARCH DATA 34
FIGURE 2 MACHINE VISION MARKET: RESEARCH DESIGN 35
2.1.1 SECONDARY DATA 36
2.1.1.1 Major secondary sources 36
2.1.1.2 Key data from secondary sources 37
2.1.2 PRIMARY DATA 37
2.1.2.1 Primary interviews with experts 38
2.1.2.2 Key data from primary sources 38
2.1.2.3 Key industry insights 39
2.1.2.4 Breakdown of primaries 39
2.1.3 SECONDARY AND PRIMARY RESEARCH 40
2.2 MARKET SIZE ESTIMATION 40
FIGURE 3 RESEARCH FLOW OF MARKET SIZE ESTIMATION 41
2.2.1 BOTTOM-UP APPROACH 41
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE FROM SALES OF MACHINE VISION PRODUCTS AND SOLUTIONS 41
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 42
2.2.1.1 Approach to capture market share using bottom-up analysis (demand side) 42
2.2.2 TOP-DOWN APPROACH 42
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 42
2.3 DATA TRIANGULATION 43
FIGURE 7 DATA TRIANGULATION 43
2.4 RESEARCH ASSUMPTIONS 44
3 EXECUTIVE SUMMARY 45
FIGURE 8 CAMERAS TO CONTINUE TO DOMINATE MACHINE VISION MARKET DURING FORECAST PERIOD 46
FIGURE 9 GENERAL MACHINE VISION SYSTEMS TO ACCOUNT FOR LARGER MARKET SHARE THROUGHOUT FORECAST PERIOD 46
FIGURE 10 FOOD & PACKAGING INDUSTRY TO REGISTER HIGHEST CAGR IN MACHINE VISION MARKET FROM 2022 TO 2027 47
FIGURE 11 ASIA PACIFIC ACCOUNTED FOR LARGEST SHARE OF MACHINE VISION MARKET IN 2021 48
4 PREMIUM INSIGHTS 49
4.1 MACHINE VISION MARKET, 2022–2027 (USD BILLION) 49
FIGURE 12 GROWING DEMAND FOR AI MACHINE VISION DRIVING MACHINE VISION MARKET GROWTH 49
4.2 MACHINE VISION MARKET, BY PRODUCT 49
FIGURE 13 SMART CAMERA-BASED MACHINE VISION SYSTEMS TO WITNESS HIGHER CAGR DURING FORECAST PERIOD 49
4.3 MACHINE VISION MARKET IN ASIA PACIFIC, BY END-USER INDUSTRY & COUNTRY, 2021 50
FIGURE 14 CHINA ACCOUNTED FOR LARGEST SHARE OF MACHINE VISION MARKET IN ASIA PACIFIC IN 2021 50
4.4 MACHINE VISION MARKET, BY REGION 50
FIGURE 15 ASIA PACIFIC HELD LARGEST SHARE OF MACHINE VISION MARKET IN 2021 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 51
FIGURE 16 MACHINE VISION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 52
5.2.1 DRIVERS 53
FIGURE 17 MACHINE VISION MARKET: DRIVERS AND THEIR IMPACT 53
5.2.1.1 Growing need for quality control and automated inspection 53
5.2.1.2 Increasing demand for vision-guided robotic systems by manufacturing firms 54
FIGURE 18 GROWTH OF INDUSTRIAL ROBOTICS, IN TERMS OF GLOBAL OPERATIONAL STOCK, 2009–2019 54
5.2.1.3 Rising need for application-specific integrated circuits 55
5.2.2 RESTRAINTS 56
FIGURE 19 MACHINE VISION MARKET RESTRAINTS AND THEIR IMPACT 56
5.2.2.1 Vulnerability of industrial robotic systems to cyberattacks 56
5.2.2.2 Unavailability of flexible machine vision solutions 56
5.2.2.3 Lack of skilled professionals in manufacturing factories 57
5.2.3 OPPORTUNITIES 58
FIGURE 20 MACHINE VISION MARKET OPPORTUNITIES AND THEIR IMPACT 58
5.2.3.1 Surging demand for hybrid and electric cars 58
FIGURE 21 ESTIMATED SALES OF HYBRID AND ELECTRIC VEHICLES, 2020–2040 59
FIGURE 22 GLOBAL ELECTRIC VEHICLE MARKET, 2019 VS. 2027 59
5.2.3.2 Rising adoption of machine vision systems in food industry 59
5.2.3.3 Government initiatives to support industrial automation 60
5.2.3.4 Increasing use of AI-powered machine vision systems 60
5.2.3.5 Accelerating adoption of Industry 4.0 61
5.2.3.6 Emergence of miniature smart cameras and processors 61
5.2.3.7 Increasing use of vision-guided industrial robots, especially in China, to reduce labor costs 61
FIGURE 23 AVERAGE YEARLY WAGES IN MANUFACTURING SECTOR OF CHINA 62
5.2.4 CHALLENGES 62
FIGURE 24 MACHINE VISION MARKET CHALLENGES AND THEIR IMPACT 62
5.2.4.1 Complexities associated with machine vision system integration 63
5.2.4.2 Lack of awareness about rapidly changing machine vision technology 63
5.3 VALUE CHAIN ANALYSIS 63
FIGURE 25 VALUE CHAIN ANALYSIS: MACHINE VISION 64
5.4 ECOSYSTEM 64
FIGURE 26 MACHINE VISION MARKET ECOSYSTEM 65
TABLE 1 ROLE OF COMPANIES IN ECOSYSTEM/VALUE CHAIN 66
5.5 PRICING ANALYSIS 67
TABLE 2 PRICING ANALYSIS FOR MACHINE VISION CAMERAS AND MODULES 67
FIGURE 27 AVERAGE SELLING PRICE ANALYSIS OF MACHINE VISION CAMERAS 68
TABLE 3 SUBSCRIPTION-BASED MACHINE VISION PRICING 68
5.5.1 AVERAGE SELLING PRICE OF MACHINE VISION CAMERAS OFFERED BY KEY PLAYERS 69
FIGURE 28 AVERAGE SELLING PRICE OF MACHINE VISION CAMERAS OFFERED BY TOP 3 KEY PLAYERS 69
TABLE 4 AVERAGE SELLING PRICE OF MACHINE VISION CAMERAS OFFERED BY KEY PLAYERS, BY COMPONENT (USD) 69
5.6 TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESSES 70
FIGURE 29 REVENUE SHIFT IN MACHINE VISION MARKET 70
5.7 TECHNOLOGY ANALYSIS 70
5.7.1 1D MACHINE VISION 70
5.7.2 2D MACHINE VISION 70
5.7.3 3D MACHINE VISION 71
5.7.4 CARTESIAN ROBOTS/INDUSTRIAL ROBOTICS 71
5.7.5 INDUSTRIAL INTERNET OF THINGS AND AI 71
5.7.6 LIQUID LENSES 72
5.7.7 ROBOTIC VISION 72
5.7.8 5G 72
5.8 INDUSTRY TRENDS 73

5.9 PORTER’S FIVE FORCES ANALYSIS 73
TABLE 5 MACHINE VISION MARKET: PORTER’S FIVE FORCES ANALYSIS (2020) 74
FIGURE 30 MACHINE VISION MARKET: PORTER’S FIVE FORCES ANALYSIS 74
5.9.1 COMPETITIVE RIVALRY 75
5.9.2 THREAT OF NEW ENTRANTS 75
5.9.3 BARGAINING POWER OF SUPPLIERS 75
5.9.4 BARGAINING POWER OF BUYERS 76
5.9.5 THREAT OF SUBSTITUTES 76
5.10 KEY STAKEHOLDERS AND BUYING CRITERIA 77
5.10.1 KEY STAKEHOLDERS IN BUYING PROCESS 77
FIGURE 31 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES 77
TABLE 6 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END-USE INDUSTRIES (%) 77
5.10.2 BUYING CRITERIA 78
FIGURE 32 KEY BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES 78
TABLE 7 KEY BUYING CRITERIA FOR TOP THREE END-USE INDUSTRIES 78
5.11 USE CASES 79
5.11.1 COGNEX’S VIDI MACHINE VISION SYSTEM HELPED IN ENHANCING PART IDENTIFICATION ACCURACY 79
5.11.2 VARTA USED VISIONPRO 3D TO ACHIEVE PRODUCTION SPEED AND PRODUCT QUALITY 79
5.11.3 BDTI OFFERED HYBRID SOLUTION TO RESOLVE CLIENT’S PROBLEM 80
5.11.4 NOVIO PACKAGING REACHED NEW LEVELS OF QUALITY WITH OMRON MACHINE VISION SYSTEM 80
5.12 TRADE ANALYSIS 81
FIGURE 33 EXPORT DATA FOR HS CODE, 2017–2021 (USD MILLION) 81
FIGURE 34 IMPORT DATA FOR HS CODE, 2017–2021 (USD MILLION) 82
5.13 PATENT ANALYSIS 83
FIGURE 35 NUMBER OF PATENTS GRANTED FROM 2012 TO 2021 83
FIGURE 36 TOP 10 PATENT APPLICANTS 83
TABLE 8 TOP 20 PATENT OWNERS IN LAST 10 YEARS 84
TABLE 9 IMPORTANT PATENTS RELATED TO MACHINE VISION 85
5.14 KEY CONFERENCES AND EVENTS, 2022–2023 89
TABLE 10 MACHINE VISION MARKET: CONFERENCES AND EVENTS, 2022–2023 89
5.15 REGULATIONS AND STANDARDS 90
5.15.1 NEGATIVE IMPACT OF TARIFF ON MACHINE VISION 90
5.15.2 POSITIVE IMPACT OF TARIFF ON MACHINE VISION 90
5.15.3 REGULATIONS 90
5.15.3.1 CAMERA 90
5.15.3.1.1 EMVA 1288 90
5.15.3.1.2 ASTM E57 90

5.15.3.2 LENS 90
5.15.4 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91
TABLE 11 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91
TABLE 12 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91
TABLE 13 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91
6 MACHINE VISION MARKET, BY COMPONENT 92
6.1 INTRODUCTION 93
FIGURE 37 MACHINE VISION MARKET FOR SOFTWARE TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 93
TABLE 14 MACHINE VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 94
TABLE 15 MACHINE VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 94
6.2 HARDWARE 94
TABLE 16 MACHINE VISION MARKET, BY HARDWARE TYPE, 2018–2021 (USD MILLION) 94
TABLE 17 MACHINE VISION MARKET, BY HARDWARE TYPE, 2022–2027 (USD MILLION) 95
TABLE 18 MACHINE VISION HARDWARE MARKET FOR CAMERAS, IN TERMS OF VALUE AND VOLUME, 2018–2021 95
TABLE 19 MACHINE VISION HARDWARE MARKET FOR CAMERAS, IN TERMS OF VALUE AND VOLUME, 2022–2027 95
6.2.1 CAMERAS 96
6.2.1.1 Cameras principal component of machine vision systems 96
TABLE 20 CAMERAS: MACHINE VISION HARDWARE MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 96
TABLE 21 CAMERAS: MACHINE VISION HARDWARE MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 96
6.2.1.2 Interface standards 96
6.2.1.2.1 USB 2.0 96
6.2.1.2.2 USB 3.0 97
6.2.1.2.3 Camera Link 97
6.2.1.2.4 Camera Link HS 97
6.2.1.2.5 GigE 97
6.2.1.2.6 10 GigE & 25 GigE bandwidth over GigE Vision 97
6.2.1.2.7 Others 98
TABLE 22 CAMERAS: MACHINE VISION HARDWARE MARKET, BY INTERFACE STANDARD, 2018–2021 (USD MILLION) 98
TABLE 23 CAMERAS: MACHINE VISION HARDWARE MARKET, BY INTERFACE STANDARD, 2022–2027 (USD MILLION) 99
6.2.1.3 Imaging spectrum 99
6.2.1.3.1 Visible light 99
6.2.1.3.2 Visible + IR/IR 99
TABLE 24 CAMERAS: MACHINE VISION HARDWARE MARKET, BY IMAGING SPECTRUM, 2018–2021 (USD MILLION) 100
TABLE 25 CAMERAS: MACHINE VISION HARDWARE MARKET, BY IMAGING SPECTRUM, 2022–2027 (USD MILLION) 100
6.2.1.4 Frame rate 100
6.2.1.4.1 Less than 25 frames per second 100
6.2.1.4.2 25–125 frames per second 101
6.2.1.4.3 More than 125 frames per second 101
TABLE 26 CAMERAS: MACHINE VISION HARDWARE MARKET, BY FRAME RATE, 2018–2021 (USD MILLION) 101
TABLE 27 CAMERAS: MACHINE VISION HARDWARE MARKET, BY FRAME RATE, 2022–2027 (USD MILLION) 101
6.2.1.5 Format 101
6.2.1.5.1 Line scan 101
6.2.1.5.2 Area scan 102
TABLE 28 CAMERAS: MACHINE VISION HARDWARE MARKET, BY FORMAT, 2018–2021 (USD MILLION) 102
TABLE 29 CAMERAS: MACHINE VISION HARDWARE MARKET, BY FORMAT, 2022–2027 (USD MILLION) 102
6.2.1.6 Sensor 102
6.2.1.6.1 CMOS 102
6.2.1.7 CCD 102
TABLE 30 CAMERAS: MACHINE VISION HARDWARE MARKET, BY SENSOR TYPE, 2018–2021 (USD MILLION) 103
TABLE 31 CAMERAS: MACHINE VISION HARDWARE MARKET, BY SENSOR TYPE, 2022–2027 (USD MILLION) 103
6.2.2 FRAME GRABBERS 103
6.2.2.1 Deployed in machine vision systems to capture video frames digitally 103
6.2.3 OPTICS 104
6.2.3.1 Camera lenses capture images on photographic films or other media to store images chemically or electronically 104
6.2.4 LED LIGHTING 104
6.2.4.1 LED lighting conditions determine quality of images captured by machine vision cameras 104
6.2.5 PROCESSORS 104
6.2.5.1 FPGA 104
6.2.5.1.1 FPGA uses arrays of programmable logic blocks to design desired logic 104
6.2.5.2 DSP 105
6.2.5.2.1 DSP has specially designed architecture to fetch multiple data and instructions simultaneously 105
6.2.5.3 Microcontroller and microprocessor 105
6.2.5.3.1 Microcontrollers and microprocessors designed for real-time applications 105
6.2.5.4 Vision processing unit 105
6.2.5.4.1 VPU fulfills growing need for faster processing and compact sizing for data generation in vision-related applications 105
TABLE 32 MACHINE VISION HARDWARE MARKET, BY PROCESSOR TYPE, 2018–2021 (USD MILLION) 105
TABLE 33 MACHINE VISION HARDWARE MARKET, BY PROCESSOR TYPE, 2022–2027 (USD MILLION) 106
6.3 SOFTWARE 106
TABLE 34 MACHINE VISION MARKET, BY SOFTWARE TYPE, 2018–2021 (USD MILLION) 106
TABLE 35 MACHINE VISION MARKET, BY SOFTWARE TYPE, 2022–2027 (USD MILLION) 106
6.3.1 TRADITIONAL SOFTWARE 107
6.3.1.1 Traditional software provide framework to develop and deploy machine vision applications 107
6.3.2 DEEP LEARNING SOFTWARE 107
6.3.2.1 Deep learning frameworks offer great flexibility to design and train customized deep neural networks 107
6.3.2.2 Convolutional neural networks 107
6.3.2.3 Recurrent neural networks 108
7 MACHINE VISION MARKET, BY DEPLOYMENT 109
7.1 INTRODUCTION 110
FIGURE 38 GENERAL MACHINE VISION SYSTEMS TO CONTINUE TO HOLD MAJOR MARKET SHARE DURING FORECAST PERIOD 110
TABLE 36 MACHINE VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 110
TABLE 37 MACHINE VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 110
7.2 GENERAL 111
7.2.1 GENERAL MACHINE VISION SYSTEMS TAKE ACCURATE PICTURES TO INSPECT MATERIALS AS THEY COME DOWN ASSEMBLY LINE 111
7.3 ROBOTIC CELLS 111
7.3.1 ROBOTICS CELLS ADOPTED IN MANUFACTURING PLANTS AND INTEGRATED WITH LOW-COST SMART CAMERAS AND PATTERN-MATCHING SOFTWARE 111
8 APPLICATIONS OF MACHINE VISION SYSTEMS 112
8.1 INTRODUCTION 112
8.2 QUALITY ASSURANCE & INSPECTION 112
8.2.1 MACHINE VISION SYSTEMS ENABLE ACCURATE AND FAST INSPECTIONS 112
8.3 POSITIONING & GUIDANCE 113
8.3.1 POSITIONING TOOLS, COORDINATE LOCATORS, AND PATTERN IDENTIFIERS DESIGNED TO INCREASE PRODUCTIVITY 113
8.4 MEASUREMENT 113
8.4.1 MACHINE VISION MEASUREMENT TOOLS, COMBINED WITH RIGHT OPTICS AND STABLE LIGHTING, PROVIDE PRECISION REPEATABILITY 113
8.5 IDENTIFICATION 114
8.5.1 VISION SYSTEMS READ VARIOUS CODES & ALPHANUMERIC CHARACTERS PRINTED ON PARTS 114
8.6 PREDICTIVE MAINTENANCE 115
8.6.1 PREDICTIVE MAINTENANCE CAN BE USEFUL DURING MACHINE DOWNTIME 115
9 MACHINE VISION MARKET, BY PRODUCT 116
9.1 INTRODUCTION 117
FIGURE 39 SMART CAMERA-BASED MACHINE VISION SYSTEMS TO WITNESS HIGHER CAGR FROM 2022 TO 2027 117
TABLE 38 MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 117
TABLE 39 MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 118
9.2 PC-BASED MACHINE VISION SYSTEMS 118
9.2.1 PC-BASED MACHINE VISION SYSTEMS CAN DETECT UNEXPECTED VARIATIONS IN CERTAIN TASKS 118
9.3 SMART CAMERA-BASED MACHINE VISION SYSTEMS 119
9.3.1 SMART CAMERA-BASED MACHINE VISION SYSTEMS CONSIST OF EMBEDDED CONTROLLERS WITH INTEGRATED VISION SOFTWARE 119
10 MACHINE VISION MARKET, BY END-USER INDUSTRY 120
10.1 INTRODUCTION 121
FIGURE 40 FOOD & PACKAGING END-USER INDUSTRY TO HOLD LARGEST SHARE OF MACHINE VISION MARKET IN 2027 121
TABLE 40 MACHINE VISION MARKET, BY END-USER INDUSTRY, 2018–2021 (USD MILLION) 122
TABLE 41 MACHINE VISION MARKET, BY END-USER INDUSTRY, 2022–2027 (USD MILLION) 122
10.2 AUTOMOTIVE 123
10.2.1 MACHINE VISION SYSTEMS OFFER HIGH ACCURACY IN BIN PICKING AND POSITIONING PARTS FOR ASSEMBLY 123
TABLE 42 AUTOMOTIVE: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 124
TABLE 43 AUTOMOTIVE: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 124
TABLE 44 AUTOMOTIVE: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 124
TABLE 45 AUTOMOTIVE: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 125
10.3 ELECTRONICS & SEMICONDUCTOR 125
10.3.1 MACHINE VISION SYSTEMS IMPROVE PRODUCT QUALITY AND INCREASE PRODUCTION VOLUME 125
TABLE 46 ELECTRONICS & SEMICONDUCTOR: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 126
TABLE 47 ELECTRONICS & SEMICONDUCTOR: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 126
TABLE 48 ELECTRONICS & SEMICONDUCTOR: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 126
TABLE 49 ELECTRONICS & SEMICONDUCTOR: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 127
10.4 CONSUMER ELECTRONICS 127
10.4.1 2D AND 3D MACHINE VISION SYSTEMS POWERFUL TECHNOLOGIES FOR ELECTRONIC ASSEMBLY APPLICATIONS 127
TABLE 50 CONSUMER ELECTRONICS: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 128
TABLE 51 CONSUMER ELECTRONICS: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 128
TABLE 52 CONSUMER ELECTRONICS: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 128
TABLE 53 CONSUMER ELECTRONICS: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 129
10.5 GLASS 129
10.5.1 MODERN MACHINE VISION TECHNOLOGY OFFERS EFFECTIVE QUALITY CHECKS OF GLASS PRODUCTS USED IN DIFFERENT APPLICATIONS 129
TABLE 54 GLASS: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 129
TABLE 55 GLASS: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 130
TABLE 56 GLASS: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 130
TABLE 57 GLASS: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 130
10.6 METAL 130
10.6.1 MACHINE VISION SYSTEMS ENHANCE PRODUCT QUALITY THROUGH 3D INSPECTION IN METAL INDUSTRY 130
TABLE 58 METAL: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 131
TABLE 59 METALS: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 131
TABLE 60 METAL: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 131
TABLE 61 METAL: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 132
10.7 WOOD AND PAPER 132
10.7.1 MACHINE VISION TECHNOLOGY USED TO SCAN BOARDS FOR KNOTS AND OTHER VISUAL DEFECTS IN DOORS OR WINDOWS 132
TABLE 62 WOOD & PAPER: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 132
TABLE 63 WOOD & PAPER: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 133
TABLE 64 WOOD & PAPER: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 133
TABLE 65 WOOD & PAPER: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 133
10.8 PHARMACEUTICAL 134
10.8.1 MACHINE VISION SYSTEMS USED TO DETECT DEFECTS AND ENSURE HIGH PRODUCT QUALITY 134
TABLE 66 PHARMACEUTICAL: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 134
TABLE 67 PHARMACEUTICAL: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 135
TABLE 68 PHARMACEUTICAL: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 135
TABLE 69 PHARMACEUTICAL: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 135
10.9 FOOD AND PACKAGING 135
10.9.1 FOOD 135
10.9.1.1 Machine vision systems use algorithms to understand characteristics such as size, growth stage, and variety of food 135
10.9.2 PACKAGING 136
10.9.2.1 Machine vision helps reduce errors in inspection of packaging processes 136
TABLE 70 FOOD & PACKAGING: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 136
TABLE 71 FOOD & PACKAGING: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 137
TABLE 72 FOOD & PACKAGING: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 137
TABLE 73 FOOD & PACKAGING: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 137
10.10 RUBBER & PLASTIC 138
10.10.1 MACHINE VISION SYSTEMS DESIGNED TO EXAMINE AND EVALUATE QUALITY OF PARTS 138
TABLE 74 RUBBER & PLASTIC: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 138
TABLE 75 RUBBER & PLASTIC: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 138
TABLE 76 RUBBER & PLASTIC: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 138
TABLE 77 RUBBER & PLASTIC: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 139
10.11 PRINTING 139
10.11.1 MACHINE VISION SYSTEMS ARE WIDELY USED IN LABEL PRINTERS 139
TABLE 78 PRINTING: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 139
TABLE 79 PRINTING: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 140
TABLE 80 PRINTING: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 140
TABLE 81 PRINTING: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 140
10.12 MACHINERY 141
10.12.1 MACHINE VISION SYSTEMS HELP IN COMPLETING PROCESSES FASTER, DETECTING DEFECTS, AND VALIDATING PRODUCT QUALITY 141
TABLE 82 MACHINERY: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 141
TABLE 83 MACHINERY: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 141
TABLE 84 MACHINERY: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 141
TABLE 85 MACHINERY: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 142

10.13 SOLAR PANEL MANUFACTURING 142
10.13.1 INDUSTRIAL MACHINE VISION-BASED INSPECTION TOOLS EXAMINE QUALITY OF SOLAR PANELS 142
TABLE 86 SOLAR PANEL MANUFACTURING: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 142
TABLE 87 SOLAR PANEL MANUFACTURING: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 143
TABLE 88 SOLAR PANEL MANUFACTURING: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 143
TABLE 89 SOLAR PANEL MANUFACTURING: MACHINE VISION, BY PRODUCT, 2022–2027 (USD MILLION) 143
10.14 TEXTILE 144
10.14.1 MACHINE VISION SYSTEMS HELP MANUFACTURERS PRODUCE HIGH-QUALITY TEXTILES WHILE MINIMIZING COSTS AND MAXIMIZING PROFITS 144
TABLE 90 TEXTILE: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 144
TABLE 91 TEXTILE: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 145
TABLE 92 TEXTILE: MACHINE VISION MARKET, BY PRODUCT, 2018–2021 (USD MILLION) 145
TABLE 93 TEXTILE: MACHINE VISION MARKET, BY PRODUCT, 2022–2027 (USD MILLION) 145
11 GEOGRAPHIC ANALYSIS 146
11.1 INTRODUCTION 147
FIGURE 41 GEOGRAPHIC SNAPSHOT OF MACHINE VISION MARKET (2022–2027) 147
TABLE 94 MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 148
TABLE 95 MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 148
11.2 NORTH AMERICA 148
FIGURE 42 NORTH AMERICA: MACHINE VISION MARKET SNAPSHOT 149
TABLE 96 NORTH AMERICA: MACHINE VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 149
TABLE 97 NORTH AMERICA: MACHINE VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 149
TABLE 98 NORTH AMERICA: MACHINE VISION MARKET BY END-USER INDUSTRY, 2018–2021 (USD MILLION) 150
TABLE 99 NORTH AMERICA: MACHINE VISION MARKET, BY END-USER INDUSTRY, 2022–2027 (USD MILLION) 150
11.2.1 US 151
11.2.1.1 US offers ideal environment for innovation, which has facilitated massive advancements in machine vision technologies and standards 151
11.2.2 CANADA 151
11.2.2.1 Canada among leading contributors in development of machine vision technologies 151
11.2.3 MEXICO 151
11.2.3.1 Mexico evolving as major industrial hub in North America 151

11.3 EUROPE 152
FIGURE 43 EUROPE: MACHINE VISION MARKET SNAPSHOT 152
TABLE 100 EUROPE: MACHINE VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 153
TABLE 101 EUROPE: MACHINE VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 153
TABLE 102 EUROPE: MACHINE VISION MARKET, BY END-USER INDUSTRY, 2018–2021 (USD MILLION) 154
TABLE 103 EUROPE: MACHINE VISION MARKET, BY END-USER INDUSTRY, 2022–2027 (USD MILLION) 154
11.3.1 GERMANY 155
11.3.1.1 Increasing demand for robots in automotive and electronics industries 155
11.3.2 UK 155
11.3.2.1 Manufacturers based in UK progressively considering machine vision systems to improve product quality 155
11.3.3 FRANCE 155
11.3.3.1 France heavily focuses on aerospace & defense industry 155
11.3.4 ITALY 156
11.3.4.1 Government-favorable initiatives for advanced manufacturing technologies 156
11.3.5 SPAIN 156
11.3.5.1 Growth of market in Spain driven by consumer electronics and pharmaceutical industries 156
11.3.6 REST OF EUROPE 156
11.4 ASIA PACIFIC 157
FIGURE 44 ASIA PACIFIC: MACHINE VISION MARKET SNAPSHOT 157
TABLE 104 ASIA PACIFIC: MACHINE VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 157
TABLE 105 ASIA PACIFIC: MACHINE VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 158
TABLE 106 ASIA PACIFIC: MACHINE VISION MARKET, BY END–USER INDUSTRY, 2018–2021 (USD MILLION) 158
TABLE 107 ASIA PACIFIC: MACHINE VISION MARKET, BY END-USER INDUSTRY, 2022–2027 (USD MILLION) 159
11.4.1 CHINA 159
11.4.1.1 China has robust export industry that manufactures products for global market 159
11.4.2 JAPAN 160
11.4.2.1 Manufacturers in Japan have been early adopters of machine vision systems 160
11.4.3 SOUTH KOREA 160
11.4.3.1 South Korea among leading manufacturers of robots in world 160
11.4.4 INDIA 161
11.4.4.1 Machine vision among important systems required for industrial automation in manufacturing sector 161
11.4.5 REST OF ASIA PACIFIC 161
11.5 ROW 161
TABLE 108 ROW: MACHINE VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 161
TABLE 109 ROW: MACHINE VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 162
TABLE 110 ROW: MACHINE VISION MARKET, BY END-USER INDUSTRY, 2018–2021 (USD MILLION) 162
TABLE 111 ROW: MACHINE VISION MARKET, BY END-USER INDUSTRY, 2022–2027 (USD MILLION) 163
11.5.1 SOUTH AMERICA 163
11.5.1.1 South America has significant potential to use machine vision systems 163
11.5.2 MIDDLE EAST 164
11.5.2.1 Increasing manufacturing activities in Israel, Middle East, and North Africa to boost market 164
11.5.3 AFRICA 164
11.5.3.1 Growing production in food & beverage, automotive, and pharmaceutical industries driving market growth 164
12 COMPETITIVE LANDSCAPE 165
12.1 OVERVIEW 165
12.2 STRATEGIES ADOPTED BY KEY PLAYERS/RIGHT TO WIN 165
TABLE 112 OVERVIEW OF STRATEGIES DEPLOYED BY MACHINE VISION OEMS 165
12.3 COMPANY REVENUE ANALYSIS, 2017–2021 168
TABLE 113 REVENUE ANALYSIS OF TOP FIVE PLAYERS RELATED TO MACHINE VISION SEGMENT, 2017–2021 (USD MILLION) 168
FIGURE 45 5-YEAR REVENUE ANALYSIS OF TOP 5 PLAYERS, 2017–2021 168
12.4 MARKET SHARE ANALYSIS, 2021 169
TABLE 114 MACHINE VISION MARKET: DEGREE OF COMPETITION 169
12.5 COMPANY EVALUATION QUADRANT 170
12.5.1 STARS 170
12.5.2 PERVASIVE PLAYERS 170
12.5.3 EMERGING LEADERS 170
12.5.4 PARTICIPANTS 170
FIGURE 46 MACHINE VISION MARKET: KEY COMPANY EVALUATION QUADRANT, 2021 171
12.6 MACHINE VISION MARKET: COMPANY FOOTPRINT 172
TABLE 115 COMPANY FOOTPRINT 172
TABLE 116 COMPANY APPLICATION FOOTPRINT 173
TABLE 117 COMPANY PRODUCT FOOTPRINT 175
TABLE 118 COMPANY REGION FOOTPRINT 176
12.7 START-UP/SME EVALUATION QUADRANT 177
12.7.1 PROGRESSIVE COMPANIES 177
12.7.2 RESPONSIVE COMPANIES 177
12.7.3 DYNAMIC COMPANIES 177
12.7.4 STARTING BLOCKS 177
FIGURE 47 MACHINE VISION MARKET: START-UP/SME EVALUATION QUADRANT, 2021 178
12.8 COMPETITIVE SITUATIONS AND TRENDS 179
12.8.1 MACHINE VISION MARKET: PRODUCT LAUNCHES, 2020–2022 179
12.8.2 MACHINE VISION MARKET: DEALS, 2019–2022 180
13 COMPANY PROFILES 182
(Business Overview, Products/Services/Solutions Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))*
13.1 KEY PLAYERS 182
13.1.1 COGNEX CORPORATION 182
TABLE 119 COGNEX CORPORATION: BUSINESS OVERVIEW 182
FIGURE 48 COGNEX CORPORATION: COMPANY SNAPSHOT 183
TABLE 120 COGNEX CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 183
13.1.2 KEYENCE CORPORATION 187
TABLE 121 KEYENCE CORPORATION: BUSINESS OVERVIEW 187
FIGURE 49 KEYENCE CORPORATION: COMPANY SNAPSHOT 188
TABLE 122 KEYENCE CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 188
13.1.3 TELEDYNE TECHNOLOGIES 191
TABLE 123 TELEDYNE TECHNOLOGIES: BUSINESS OVERVIEW 191
FIGURE 50 TELEDYNE TECHNOLOGIES: COMPANY SNAPSHOT 192
TABLE 124 TELEDYNE TECHNOLOGIES: PRODUCTS/SERVICES/SOLUTIONS OFFERED 193
13.1.4 TKH GROUP 197
TABLE 125 TKH GROUP: BUSINESS OVERVIEW 197
FIGURE 51 TKH GROUP: COMPANY SNAPSHOT 198
TABLE 126 TKH GROUP: PRODUCTS/SERVICES/SOLUTIONS OFFERED 198
13.1.5 BASLER AG 201
TABLE 127 BASLER AG: BUSINESS OVERVIEW 201
FIGURE 52 BASLER AG: COMPANY SNAPSHOT 201
TABLE 128 BASLER AG: PRODUCTS/SERVICES/SOLUTIONS OFFERED 202
13.1.6 OMRON CORPORATION 206
TABLE 129 OMRON CORPORATION: BUSINESS OVERVIEW 206
FIGURE 53 OMRON CORPORATION: COMPANY SNAPSHOT 207
TABLE 130 OMRON CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 208
13.1.7 NATIONAL INSTRUMENTS 211
TABLE 131 NATIONAL INSTRUMENTS: BUSINESS OVERVIEW 211
FIGURE 54 NATIONAL INSTRUMENTS: COMPANY SNAPSHOT 211
TABLE 132 NATIONAL INSTRUMENTS: PRODUCTS/SERVICES/SOLUTIONS OFFERED 212
13.1.8 SONY CORPORATION 215
TABLE 133 SONY CORPORATION: BUSINESS OVERVIEW 215
FIGURE 55 SONY CORPORATION: COMPANY SNAPSHOT 216
TABLE 134 SONY CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 216
13.1.9 TEXAS INSTRUMENTS 219
TABLE 135 TEXAS INSTRUMENTS: BUSINESS OVERVIEW 219
FIGURE 56 TEXAS INSTRUMENTS: COMPANY SNAPSHOT 220
TABLE 136 TEXAS INSTRUMENTS: PRODUCTS/SERVICES/SOLUTIONS OFFERED 220
13.1.10 INTEL CORPORATION 222
TABLE 137 INTEL CORPORATION: BUSINESS OVERVIEW 222
FIGURE 57 INTEL CORPORATION: COMPANY SNAPSHOT 223
TABLE 138 INTEL CORPORATION: PRODUCTS/SERVICES/SOLUTIONS OFFERED 223
13.1.11 ATLAS COPCO 226
TABLE 139 ATLAS COPCO: BUSINESS OVERVIEW 226
FIGURE 58 ATLAS COPCO: COMPANY SNAPSHOT 227
TABLE 140 ATLAS COPCO: PRODUCTS/SERVICES/SOLUTIONS OFFERED 228
13.1.12 SICK AG 229
TABLE 141 SICK AG: BUSINESS OVERVIEW 229
FIGURE 59 SICK AG: COMPANY SNAPSHOT 229
TABLE 142 SICK AG: PRODUCTS/SERVICES/SOLUTIONS OFFERED 230
13.1.13 MICROSOFT 232
TABLE 143 MICROSOFT: BUSINESS OVERVIEW 232
FIGURE 60 MICROSOFT: COMPANY SNAPSHOT 233
TABLE 144 MICROSOFT: PRODUCTS/SERVICES/SOLUTIONS OFFERED 233
13.2 OTHER PLAYERS 235
13.2.1 AMETEK, INC. 235
13.2.2 QUALITAS TECHNOLOGIES 236
13.2.3 BAUMER OPTRONIC 237
13.2.4 ALGOLUX 238
13.2.5 TORDIVEL AS 239
13.2.6 INUITIVE 240
13.2.7 MVTEC SOFTWARE GMBH 241
13.2.8 JAI A/S 242
13.2.9 INDUSTRIAL VISION SYSTEMS LTD. 243
13.2.10 IVISYS 243
13.2.11 USS VISION LLC 244
13.2.12 OPTOTUNE 244
*Details on Business Overview, Products/Services/Solutions Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.
14 ADJACENT & RELATED MARKET 245
14.1 INTRODUCTION 245
14.2 LIMITATIONS 245
14.3 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY 245
TABLE 145 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2018–2021 (USD MILLION) 246
TABLE 146 SMART MANUFACTURING MARKET, BY INFORMATION TECHNOLOGY, 2022–2027 (USD MILLION) 246

14.4 HUMAN-MACHINE INTERFACE 246
14.5 PLANT ASSET MANAGEMENT 247
14.6 MANUFACTURING EXECUTION SYSTEMS 247
14.7 WAREHOUSE MANAGEMENT SYSTEMS 248
15 APPENDIX 249
15.1 DISCUSSION GUIDE 249
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 251
15.3 CUSTOMIZATION OPTIONS 253
15.4 RELATED REPORTS 253
15.5 AUTHOR DETAILS 254


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