로봇 비전 시장 : 2022-2027년

출판 : MarketsandMarkets(마켓츠앤드마켓츠)출판년월 : 2022년05월

로봇 비전 시장 : 유형(2D 비전 시스템, 3D 비전 시스템), 구성 요소(카메라, 조명, 광학, 프로세서, 컨트롤러, 프레임 그래버, 딥 러닝 소프트웨어), 배포(로봇 지침 시스템, 로봇 셀)(2022-2027년)

Robotic Vision Market by Type (2D Vision Systems, 3D Vision Systems), Component (Cameras, Lighting, Optics, Processors & Controllers, Frame Grabbers, Deep Learning Software), Deployment (Robotic Guidance Systems, Robotic Cells) (2022-2027)

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The robotic vision market size is expected to grow from USD 2.4 billion in 2022 to USD 3.8 billion by 2027; it is expected to grow at a CAGR of 9.6% from 2022 to 2027. The key factors driving the growth of the robotic vision marketare increasing adoption of 3D robotic vision systems in industrial robotics and rising demand for quality and safety products in industrial sector.
로봇 비전 시장 규모는 2022년 24억 달러에서 2027년 38억 달러로 성장할 것으로 예상됩니다. 2022년부터 2027년까지 9.6%의 CAGR로 성장할 것으로 예상됩니다. 로봇 비전 시장의 성장을 이끄는 주요 요인은 산업용 로봇 공학에서 3D 로봇 비전 시스템의 채택 증가와 산업 부문의 품질 및 안전 제품에 대한 수요 증가입니다.

“3D vision systems is expected to grow at higher rate from 2022 to 2027”
A 3D vision system is highly repeatable and can avoid errors arising from deviations in object location, orientation, and presentation to the vision camera. They have the capability of picking parts that have variable surface conditions, such as bin picking, object tracking, and product profiling, particularly in automotive and pharmaceutical industries where the vision systems can generate 3D image data. They are ideal for less organized applications that involve a random presentation of parts as they excel at handling the intricacies of 3D workpieces. Thus, the market for 3D vision systems is projected to grow at a higher CAGR compared tothe market for 2D vision systems from 2022 to 2027.

“Hardware segment to hold largest share in 2021”
Cameras are the principal component of vision systems. Smart camera-based vision systems are gaining traction over PC-based systems due to easy configuration, validation, and maintenance. In the near future, robotic vision is expected to have a higher installation of 3D vision systems requiring smart camera installation, owing to the automation in industries. Hence, the market for cameras is expected to register the highest CAGR of 10.3% during the forecast period.

“Robotic cell to be the fastest growing segment during the forecast period”
The robotic cells are utilized rapidly for complex tasks, such as quality tracking, uniform dispersion of ingredients, consistency of color, and the presence of safety rings. Robotic cells as compared to robotic guidance system provides better efficiency and accuracy when integrated in vision cameras. Thus, the robotic cells is estimated to grow at highest CAGR than the robotic guidance systems during the forecast period.

“Material handling segment to hold largest share in 2021”
The material handling segment dominates the market in 2021 and is expected to continue its domination during the forecast period. Material handling using robotic vision can significantly reduce the human labor involved with handling applications. Besides, the use of robotic vision in material handling reduces labor costs, increases uptime for the production processes, and provides a safer environment for humans. All these factors are responsible for the adoption of the material handling application in various industries.

“Food & beverage industrytohold largest growth rate during forecast period”
The food & beverage industryis expected to hold the largest market size during the forecast period.The rising utilization of robotic vision systems in packaging and palletizing in the food manufacturing plants is responsible for the growth of the market. On the other hand, the consumption of packaged foods is increased rapidly, and food safety and standard protocols are being adopted globally by the food giants due to which vision systems are projected to be installed largely in food production plants during the forecast period.

“Europe is expected to capture second-largest market sizeduring forecast period”
The Europeanregion is expected to hold the second-largest share of the robotic vision market during the forecast period. Industrial growth has been observed in the various countries of Eastern Europe, leading to
increased penetration of vision systems in manufacturing. In Europe, vision systems are relevant not only for large enterprises but also for smaller enterprises. Germany remains the largest market in Europe for vision systems. Government initiatives, such as Industry 4.0 and the penetration of IoT and AI are expected to boost vision software development in the coming years.

The break-up of the profiles of primary participants for the report has been given below:
• By Company Type: Tier 1 = 52%, Tier 2 = 31%, and Tier 3 = 17%
• ByDesignation: C-Level Executives = 47%, Directors= 31%, and Others= 22%
• ByRegion: North America = 16%, Europe = 20%, Asia Pacific = 62%, and RoW= 2%

Major players operating in the robotic vision market includeCognex Corporation (US), Basler AG (Germany), OMRON Corporation (Japan), National Instruments Corporation (US), Keyence Corporation (Japan), Teledyne DALSA (Canada), SICK AG (Germany), Tordivel AS (Norway), Hexagon AB (Sweden), Advantech (Taiwan), Yaskawa America, Inc. (Japan), ISRA Vision (Germany), and FANUC CORPORATION (Japan), among others.

Research Coverage:
The research report on the global robotic vision market covers the market based ontype, component, deployment, detection algorithm, application, industry,and region. Based on type, the market has been segmented into 2D vision systems and 3D vision systems.Based oncomponent, the robotic vision market has been segmented intohardware and software. Based on deployment, the robotic vision market has been segmented into robotic guidance systems and robotic cells. Based on detection algorithm, the market has been segmented into contour-based, correlation-based, feature extraction, and cloud of points.Based on application, the market has been segmented into material handling; measurement, inspection, and testing; welding and soldering; assembling and dissembling; packaging and palletizing; painting; and cutting, pressing, grinding, and deburring. Based on industry, the market has been segmented into automotive; electrical & electronics; chemicals, rubber, & plastics; metals & machinery; food & beverages; precision engineering & optics; pharmaceuticals & cosmetics; and others. The report covers four major regions, namely,North America, Europe, AsiaPacific (APAC), and Rest of the World (RoW).

Key Benefits of Buying the Report:
This report segments therobotic vision market comprehensively and provides the closest approximations of the overall market size, as well as that of the subsegments across different type, component, deployment, detection algorithm, application, industry, and regions.
The report helps stakeholders understand the pulse of the market, expected market scenario and provides information on key market drivers, restraints, challenges, and opportunities.
The report helps to understand the COVID-19 impact on the robotic vision market


목차

TABLE OF CONTENTS

1 INTRODUCTION (Page No. – 39)
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 ROBOTIC VISION MARKET: SEGMENTATION
1.3.2 YEARS CONSIDERED
1.4 CURRENCY
1.5 LIMITATIONS
1.6 STAKEHOLDERS
1.7 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. – 44)
2.1 RESEARCH DATA
FIGURE 2 ROBOTIC VISION MARKET: RESEARCH DESIGN
2.1.1 SECONDARY AND PRIMARY RESEARCH
2.1.2 SECONDARY DATA
2.1.2.1 Major secondary sources
2.1.2.2 Key data from secondary sources
2.1.3 PRIMARY DATA
2.1.3.1 Primary interviews with experts
2.1.3.2 Key data from primary sources
2.1.3.3 Key industry insights
2.1.3.4 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH (SUPPLY SIDE): REVENUE OF PRODUCTS/SOLUTIONS/SERVICES OF ROBOTIC VISION MARKET SIZE
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Approach for arriving at market size by bottom-up analysis (demand side)
FIGURE 4 ROBOTIC VISION MARKET: BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH
2.2.2.1 Approach for capturing market size by using top-down analysis (supply side)
FIGURE 5 ROBOTIC VISION MARKET: TOP-DOWN APPROACH
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 6 ROBOTIC VISION MARKET: DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS AND LIMITATIONS
2.4.1 ASSUMPTIONS

3 EXECUTIVE SUMMARY (Page No. – 55)
FIGURE 7 COVID-19 IMPACT ANALYSIS ON ROBOTIC VISION MARKET
3.1 REALISTIC SCENARIO
3.2 OPTIMISTIC SCENARIO
3.3 PESSIMISTIC SCENARIO
FIGURE 8 2D VISION SYSTEMS TO HOLD LARGER SHARE OF ROBOTIC VISION MARKET IN 2022
FIGURE 9 SOFTWARE COMPONENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 10 ROBOTIC GUIDANCE SYSTEMS TO HOLD LARGER SHARE OF ROBOTIC VISION MARKET IN 2022
FIGURE 11 MATERIAL HANDLING APPLICATION TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
FIGURE 12 ROBOTIC VISION MARKET FOR FOOD & BEVERAGES INDUSTRY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 13 ROBOTIC VISION SYSTEM MARKET IN ASIA PACIFIC IS GROWING WITH HIGHER MARKET SHARE IN 2022

4 PREMIUM INSIGHTS (Page No. – 63)
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR ROBOTIC VISION MARKET
FIGURE 14 INCREASE IN DEMAND FOR QUALITY INSPECTION TO DRIVE MARKET GROWTH
4.2 ROBOTIC VISION MARKET, BY TYPE
FIGURE 15 ROBOTIC VISION MARKET FOR 3D VISION SYSTEMS TO HOLD HIGHEST CAGR BETWEEN 2022–2027
4.3 ROBOTIC VISION MARKET, BY COMPONENT
FIGURE 16 HARDWARE SEGMENT TO HOLD LARGEST SHARE OF ROBOTIC VISION MARKET
4.4 ROBOTIC VISION MARKET, BY DEPLOYMENT
FIGURE 17 ROBOTIC GUIDANCE SYSTEMS FOR ROBOTIC VISION MARKET TO DOMINATE DURING FORECAST PERIOD
4.5 ROBOTIC VISION MARKET, BY APPLICATION
FIGURE 18 MATERIAL HANDLING SEGMENT TO DOMINATE ROBOTIC VISION MARKET
4.6 ROBOTIC VISION MARKET, BY INDUSTRY
FIGURE 19 ELECTRICAL & ELECTRONICS INDUSTRY HOLDS LARGEST SHARE OF ROBOTIC VISION MARKET
4.7 ROBOTIC VISION MARKET, BY REGION
FIGURE 20 ASIA PACIFIC TO HOLD LARGEST SIZE OF ROBOTIC VISION MARKET

5 MARKET OVERVIEW (Page No. – 67)
    5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 21 MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
5.2.1.1 Growth in need for quality inspection with automated robotic vision
5.2.1.2 High adoption of 3D vision systems in industrial robotics
5.2.1.3 Demand for safety as well as quality products in industrial sector
5.2.1.4 Increase in use of smart cameras in robotic vision
FIGURE 22 ROBOTIC VISION MARKET DRIVERS: IMPACT ANALYSIS
5.2.2 RESTRAINTS
5.2.2.1 High initial cost of installation
5.2.2.2 Varying industrial and end-user applications
5.2.2.3 Limited awareness of robotic vision systems
FIGURE 23 ROBOTIC VISION MARKET RESTRAINTS: IMPACT ANALYSIS
5.2.3 OPPORTUNITIES
5.2.3.1 Government initiatives boosting industrial automation
TABLE 1 SUMMARY OF INVESTMENTS IN INDUSTRIAL AUTOMATION PROVIDED THROUGH GOVERNMENT INITIATIVES
5.2.3.2 AI and deep learning driving advancement of robotic vision
5.2.3.3 Increasing customization of robotic vision systems
FIGURE 24 ROBOTIC VISION MARKET OPPORTUNITIES: IMPACT ANALYSIS
5.2.4 CHALLENGES
5.2.4.1 Difficulties in manufacturing of overall robotic vision systems
5.2.4.2 Programming of complex inspection tasks
FIGURE 25 ROBOTIC VISION MARKET CHALLENGES: IMPACT ANALYSIS
5.3 VALUE CHAIN ANALYSIS
FIGURE 26 VALUE CHAIN ANALYSIS: ROBOTIC VISION MARKET
5.4 ECOSYSTEM
FIGURE 27 GLOBAL ROBOTIC VISION MARKET: ECOSYSTEM
TABLE 2 ROBOTIC VISION MARKET: ECOSYSTEM
5.5 PRICING ANALYSIS
5.5.1 AVERAGE SELLING PRICES OF KEY PLAYERS, BY COMPONENTS
FIGURE 28 AVERAGE SELLING PRICES OF KEY PLAYERS FOR COMPONENTS
TABLE 3 AVERAGE SELLING PRICES OF KEY PLAYERS FOR COMPONENTS (USD)
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS
FIGURE 29 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS
5.7 TECHNOLOGY ANALYSIS
5.7.1 GROWING PENETRATION OF 3D VISION SYSTEMS
5.7.2 POINT CLOUD ROBOTIC VISION
5.7.3 HYPERSPECTRAL IMAGING
5.7.4 USE OF ARTIFICIAL INTELLIGENCE IN ROBOTIC VISION
5.7.5 USE OF LIQUID LENSES IN ROBOTIC VISION SYSTEMS
5.8 PORTER’S FIVE FORCE ANALYSIS
TABLE 4 PORTER’S FIVE FORCES ANALYSIS WITH THEIR IMPACT (2021)
5.8.1 THREAT OF NEW ENTRANTS
5.8.2 THREAT OF SUBSTITUTES
5.8.3 BARGAINING POWER OF SUPPLIERS
5.8.4 BARGAINING POWER OF BUYERS
5.8.5 INTENSITY OF COMPETITIVE RIVALRY
5.9 KEY STAKEHOLDERS & BUYING CRITERIA
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 30 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 END USERS
TABLE 5 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 END USERS (%)
5.9.2 BUYING CRITERIA
FIGURE 31 KEY BUYING CRITERIA FOR TOP 3 END USERS
TABLE 6 KEY BUYING CRITERIA FOR TOP 3 END USERS
5.10 CASE STUDY ANALYSIS
5.10.1 KINE ROBOTICS OY UTILIZES MACHINE VISION SYSTEMS FOR LOCATING BAGS ON CONVEYOR BELT
5.10.2 VARTA CONSUMER BATTERIES GMBH & CO. KGAA USES COGNEX VISIONPRO 3D TO ENSURE PRODUCTION SPEED AND PRODUCT QUALITY
5.10.3 BYD USES CAMERAS OF COGNEX CORPORATION FOR ITS PRODUCTION LINE
5.10.4 TIMEX USES KEYENCE’S INSTANT DIMENSION MEASUREMENT SERIES TO SIMPLIFY INSPECTION
5.10.5 KAWASAKI ROBOTICS USES COGNEX CAMERA FOR WELDING PIPES
5.11 TRADE ANALYSIS
FIGURE 32 IMPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 2016–2020 (USD MILLION)
FIGURE 33 EXPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 2016–2020 (USD MILLION)
5.12 PATENT ANALYSIS
FIGURE 34 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
FIGURE 35 PATENT ANALYSIS RELATED TO ROBOTIC VISION MARKET
TABLE 7 TOP 20 PATENT OWNERS IN THE LAST 10 YEARS
5.12.1 LIST OF MAJOR PATENTS
5.13 KEY CONFERENCES & EVENTS IN 2022–2023
TABLE 8 ROBOTIC VISION MARKET: DETAILED LIST OF CONFERENCES & EVENTS
5.14 REGULATIONS AND STANDARDS
5.14.1 INTERFACE/CONNECTIVITY
5.14.1.1 GigE Vision
5.14.1.2 USB3 Vision
5.14.1.3 CoaXPress (CXP)
5.14.2 CAMERA
5.14.2.1 EMVA 1288
5.14.2.2 ASTM E57
5.14.3 LENS
5.14.3.1 Japan Industrial Imaging Association (JIAA)
5.14.4 PROGRAMMING INTERFACE
5.14.4.1 GenICam
TABLE 9 REGULATIONS AND STANDARDS: ROBOTIC VISION
5.15 TARIFFS AND REGULATORY LANDSCAPE
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 13 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS

6 ROBOTIC VISION MARKET, BY TYPE (Page No. – 102)
6.1 INTRODUCTION
FIGURE 36 ROBOTIC VISION MARKET, BY TYPE
FIGURE 37 MARKET FOR 3D VISION SYSTEMS TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
TABLE 14 ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 15 ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
6.2 2D VISION SYSTEMS
6.2.1 2D VISION SYSTEMS TO INCREASE PRODUCTIVITY IN CONVENTIONAL APPLICATIONS
TABLE 16 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 17 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 18 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 19 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 20 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 21 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
6.3 3D VISION SYSTEMS
6.3.1 GROWING ADOPTION OF FASTER AND MORE PRECISE INSPECTIONS IN INDUSTRIES TO BOOST GROWTH OF 3D VISION SYSTEMS
6.3.2 SINGLE- AND MULTI-CAMERA TRIANGULATION
6.3.2.1 Single cameras are mounted on robotic arm
6.3.3 STRUCTURED LIGHT
6.3.3.1 Structured-light solutions use triangulation and can provide additional accuracy
6.3.4 TIME-OF-FLIGHT (TOF)
6.3.4.1 Time-of-Flight (ToF) cameras use variety of optical, non-contact methods to measure time
6.3.5 STEREO VISION
6.3.5.1 Stereo vision provides full field of view for 3D measurement
6.3.6 LASER-BASED
6.3.6.1 Laser-based vision systems produce series of 3D images
TABLE 22 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 23 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 24 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 25 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 26 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 27 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)

7 ROBOTIC VISION MARKET, BY COMPONENT (Page No. – 113)
7.1 INTRODUCTION
FIGURE 38 ROBOTIC VISION MARKET, BY COMPONENT
FIGURE 39 HARDWARE COMPONENT EXPECTED TO HOLD HIGHEST SHARE OF MARKET DURING FORECAST PERIOD
TABLE 28 ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 29 ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
7.2 HARDWARE
7.2.1 HARDWARE COMPONENTS TO HOLD MAJOR MARKET SHARE IN 2021
TABLE 30 HARDWARE: ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 31 HARDWARE: ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 32 HARDWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 33 HARDWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
7.2.2 CAMERAS
7.2.2.1 Cameras are key components of robotic vision systems
TABLE 34 CAMERAS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 35 CAMERAS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
7.2.2.2 Format
7.2.2.2.1 Line scan
7.2.2.2.1.1 Line scan type of cameras are used for rapid data capturing
7.2.2.2.2 Area scan
7.2.2.2.2.1 Area scan cameras capture images in fast-moving scenes
TABLE 36 CAMERAS: ROBOTIC VISION MARKET, BY FORMAT, 2018–2021 (USD MILLION)
TABLE 37 CAMERAS: ROBOTIC VISION MARKET, BY FORMAT, 2022–2027 (USD MILLION)
7.2.2.2.3 CMOS
7.2.2.2.3.1 CMOS sensors are based on photoelectric effect
7.2.2.2.4 CCD
7.2.2.2.4.1 CCDs are capable of creating high-quality images
TABLE 38 CAMERAS: ROBOTIC VISION MARKET, BY SENSOR, 2018–2021 (USD MILLION)
TABLE 39 CAMERAS: ROBOTIC VISION MARKET, BY SENSOR, 2022–2027 (USD MILLION)
7.2.2.3 Imaging spectrum
7.2.2.3.1 Utilization of multiple bands for imaging
7.2.2.3.2 Visible light
7.2.2.3.2.1 Robotic vision systems in visible spectrum have wavelengths between 400 to 700 nm
7.2.2.3.3 Visible + IR
7.2.2.3.3.1 For visible + IR cameras, NIR LEDs are added for visible + NIR imaging
TABLE 40 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 2018–2021 (USD MILLION)
TABLE 41 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 2022–2027 (USD MILLION)
7.2.3 LIGHTING
7.2.3.1 Lighting guides cameras to function properly and precisely
7.2.4 OPTICS
7.2.4.1 Optical lens defines field of view for vision cameras
7.2.5 PROCESSORS AND CONTROLLERS
7.2.5.1 Processors perform arithmetic operations on external data sources
7.2.5.2 FPGA
7.2.5.2.1 Utilization of FPGA in various industries
7.2.5.3 DSP
7.2.5.3.1 DSPs help fetch multiple data and instructions simultaneously
7.2.5.4 Microcontroller and microprocessor
7.2.5.4.1 Microcontrollers and microprocessors are specifically designed for real-time applications
7.2.5.5 VPU
7.2.5.5.1 VPUs fulfill need for faster processing in vision-related applications
7.2.6 FRAME GRABBERS
7.2.6.1 Frame grabbers process, store, and visualize multiple images simultaneously
7.2.7 OTHERS
7.3 SOFTWARE
7.3.1 SOFTWARE MINIMIZES HUMAN INTERVENTION AND PROVIDES A REAL-TIME SOLUTION
TABLE 42 SOFTWARE: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 43 SOFTWARE: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 44 SOFTWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 45 SOFTWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
7.3.2 TRADITIONAL SOFTWARE
7.3.2.1 Traditional software provide framework to develop robotic vision applications
7.3.3 DEEP LEARNING SOFTWARE
7.3.3.1 Deep learning frameworks offer more flexibility for program developers

8 ROBOTIC VISION MARKET, BY DEPLOYMENT (Page No. – 129)
8.1 INTRODUCTION
FIGURE 40 ROBOTIC VISION MARKET, BY DEPLOYMENT
FIGURE 41 ROBOTIC GUIDANCE SYSTEMS TO HOLD HIGHEST SHARE OF MARKET IN 2022
TABLE 46 ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 47 ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
8.1.1 ROBOTIC GUIDANCE SYSTEMS
8.1.1.1 Industrial robots can manipulate and assemble objects of virtually any size and shape with this system
TABLE 48 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 49 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 50 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 51 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 52 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 53 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 54 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 55 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
8.1.2 ROBOTIC CELLS
8.1.2.1 Robotic cells to hold largest CAGR during forecast period
TABLE 56 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 57 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 58 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION)
TABLE 59 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
TABLE 60 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 61 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 62 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 63 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)

9 ROBOTIC VISION MARKET, BY APPLICATION (Page No. – 140)
9.1 INTRODUCTION
FIGURE 42 ROBOTIC VISION MARKET, BY APPLICATION
FIGURE 43 MATERIAL HANDLING APPLICATIONS TO ACCOUNT FOR LARGEST SHARE OF MARKET DURING FORECAST PERIOD
TABLE 64 ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 65 ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
9.2 WELDING AND SOLDERING
9.2.1 ROBOTIC VISION ASSISTED WELDING ENSURES CONSISTENCY OF WELDING TASKS
TABLE 66 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 67 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 68 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 69 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 70 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 71 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
9.3 MATERIAL HANDLING
9.3.1 ROBOTIC VISION SYSTEMS HELP REDUCE HUMAN FATIGUE IN MATERIAL HANDLING PROCESSES
TABLE 72 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 73 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 74 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 75 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 76 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 77 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
9.4 PACKAGING AND PALLETIZING
9.4.1 FOOD & BEVERAGES INDUSTRY TO DRIVE GROWTH OF PACKAGING APPLICATIONS IN VISION ROBOTICS
TABLE 78 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 79 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 80 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 81 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 82 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 83 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
9.5 PAINTING
9.5.1 ROBOTIC VISION SYSTEMS IN PAINTING AND COATING APPLICATIONS PROVE TO BE COST-EFFECTIVE
TABLE 84 PAINTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 85 PAINTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 86 PAINTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 87 PAINTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 88 PAINTING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 89 PAINTING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
9.6 ASSEMBLING AND DISASSEMBLING
9.6.1 VISION GUIDED ROBOTS ENHANCE PRODUCTIVITY AND INCREASE UPTIME OF ASSEMBLING PROCESSES
TABLE 90 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 91 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 92 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 93 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 94 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 95 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
9.7 CUTTING, PRESSING, GRINDING, AND DEBURRING
9.7.1 ROBOTIC VISION SYSTEMS ELIMINATE RISKS IN CUTTING, PRESSING, GRINDING, AND DEBURRING PROCESSES
TABLE 96 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 97 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 98 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 99 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 100 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 101 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
9.8 MEASUREMENT, INSPECTION, AND TESTING
9.8.1 ROBOTICS VISION STREAMLINES PROCESSES IN INDUSTRIES WITH PRECISE MEASUREMENT, INSPECTION, AND TESTING
TABLE 102 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 103 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
TABLE 104 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 105 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 106 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 107 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)

10 ROBOTIC VISION MARKET, BY INDUSTRY (Page No. – 163)
     10.1 INTRODUCTION
FIGURE 44 ROBOTIC VISION MARKET, BY INDUSTRY
FIGURE 45 ROBOTIC VISION MARKET IN FOOD & BEVERAGES INDUSTRY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 108 ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 109 ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
10.2 AUTOMOTIVE
10.2.1 AUTOMATED MANUFACTURING PROCESSES IN AUTOMOTIVE INDUSTRY TO DRIVE GROWTH OF ROBOTIC VISION MARKET
TABLE 110 AUTOMOTIVE: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 111 AUTOMOTIVE: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 112 AUTOMOTIVE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 113 AUTOMOTIVE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 114 AUTOMOTIVE: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 115 AUTOMOTIVE: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 116 AUTOMOTIVE: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 117 AUTOMOTIVE: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.3 ELECTRICAL & ELECTRONICS
10.3.1 ROBOTIC VISION SYSTEMS FACILITATE MICRO-LEVEL INSPECTION AT HIGH SPEED WITH PRECISION AND ACCURACY
TABLE 118 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 119 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 120 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 121 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 122 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 123 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 124 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 125 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.4 CHEMICALS, RUBBER, & PLASTICS
10.4.1 UTILIZATION OF VISION SYSTEMS FOR HIGH ACCURACY INSPECTION AND MATERIAL HANDLING
TABLE 126 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 127 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 128 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 129 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 130 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 131 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 132 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 133 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.5 METALS & MACHINERY
10.5.1 ROBOTIC VISION SYSTEMS ENSURE SAFETY IN METAL PROCESSING INDUSTRY
TABLE 134 METALS & MACHINERY: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 135 METALS & MACHINERY: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 136 METALS & MACHINERY: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 137 METALS & MACHINERY: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 138 METALS & MACHINERY: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 139 METALS & MACHINERY: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 140 METALS & MACHINERY: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 141 METALS & MACHINERY: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.6 FOOD & BEVERAGES
10.6.1 INCREASING FOOD STANDARDS TO PROPEL GROWTH OF ROBOTICS VISION
TABLE 142 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 143 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 144 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 145 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 146 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 147 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 148 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 149 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.7 PRECISION ENGINEERING & OPTICS
10.7.1 GROWING REQUIREMENT FOR SUPPLY OF PRECISION ENGINEERED COMPONENTS TO MAJOR INDUSTRIES
TABLE 150 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 151 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 152 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 153 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 154 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 155 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027(USD MILLION)
TABLE 156 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 157 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.8 PHARMACEUTICALS & COSMETICS
10.8.1 CRUCIAL INSPECTION TASKS IN PHARMACEUTICAL PLANTS TO BOOST DEMAND FOR ROBOTICS VISION
TABLE 158 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 159 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 160 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 161 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 162 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 163 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 164 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 165 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
10.9 OTHERS
TABLE 166 OTHERS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION)
TABLE 167 OTHERS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION)
TABLE 168 OTHERS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)
TABLE 169 OTHERS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)
TABLE 170 OTHERS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION)
TABLE 171 OTHERS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION)
TABLE 172 OTHERS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 173 OTHERS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)

11 ROBOTIC VISION MARKET, BY DETECTION ALGORITHM (Page No. – 193)
11.1 INTRODUCTION
FIGURE 46 ROBOTIC VISION MARKET, BY DETECTION ALGORITHM
11.2 CONTOUR-BASED
11.3 CORRELATION-BASED
11.4 FEATURE EXTRACTION
11.5 CLOUD OF POINTS

12 GEOGRAPHIC ANALYSIS (Page No. – 196)
12.1 INTRODUCTION
FIGURE 47 ROBOTIC VISION MARKET, BY GEOGRAPHY
FIGURE 48 ROBOTIC VISION MARKET IN INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
TABLE 174 ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 175 ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
12.2 NORTH AMERICA
FIGURE 49 NORTH AMERICA: ROBOTIC VISION MARKET SNAPSHOT
FIGURE 50 US TO DOMINATE MARKET IN NORTH AMERICA THROUGHOUT FORECAST PERIOD
TABLE 176 NORTH AMERICA: ROBOTIC VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
TABLE 177 NORTH AMERICA: ROBOTIC VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
TABLE 178 NORTH AMERICA: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 179 NORTH AMERICA: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.2.1 US
12.2.1.1 US to hold largest share of robotic vision market in North America in 2021
12.2.2 CANADA
12.2.2.1 Increase in government funding is estimated to drive growth of robotic vision market
12.2.3 MEXICO
12.2.3.1 Mexico is growing into major manufacturing hub in North America
12.3 EUROPE
FIGURE 51 EUROPE: ROBOTIC VISION MARKET SNAPSHOT
FIGURE 52 GERMANY TO DOMINATE MARKET IN EUROPE THROUGHOUT FORECAST PERIOD
TABLE 180 EUROPE: ROBOTIC VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
TABLE 181 EUROPE: ROBOTIC VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
TABLE 182 EUROPE: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 183 EUROPE: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.3.1 GERMANY
12.3.1.1 Increase in use of robotic vision in several manufacturing sectors in Germany
12.3.2 UK
12.3.2.1 Rising adoption of robotic vision in automotive industry
12.3.3 FRANCE
12.3.3.1 Industrial modernization to provide opportunities for deployment of vision systems
12.3.4 ITALY
12.3.4.1 Italy is expected to register second-largest CAGR in robotic vision market in Europe
12.3.5 SPAIN
12.3.5.1 Increasing focus of manufacturers on automation necessitates use of robotic vision
12.3.6 REST OF EUROPE (ROE)
12.4 ASIA PACIFIC
FIGURE 53 ASIA PACIFIC: ROBOTIC VISION MARKET SNAPSHOT
FIGURE 54 CHINA TO DOMINATE MARKET IN ASIA PACIFIC THROUGHOUT FORECAST PERIOD
TABLE 184 ASIA PACIFIC: ROBOTIC VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION)
TABLE 185 ASIA PACIFIC: ROBOTIC VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION)
TABLE 186 ASIA PACIFIC: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 187 ASIA PACIFIC: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.4.1 CHINA
12.4.1.1 China is largest market for industrial robots
12.4.2 JAPAN
12.4.2.1 Manufacturers in Japan have been early adopters of vision systems
12.4.3 SOUTH KOREA
12.4.3.1 Rising demand for quality control from various industries is driving demand for vision systems
12.4.4 TAIWAN
12.4.4.1 Taiwan has world’s largest contract manufacturing hub for electronics
12.4.5 INDIA
12.4.5.1 Government initiatives to drive market for vision systems
12.4.6 REST OF ASIA PACIFIC
12.5 ROW
FIGURE 55 MIDDLE EAST & AFRICA TO DOMINATE MARKET IN ROW THROUGHOUT FORECAST PERIOD
TABLE 188 ROW: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION)
TABLE 189 ROW: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION)
TABLE 190 ROW: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION)
TABLE 191 ROW: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION)
12.5.1 MIDDLE EAST & AFRICA
12.5.1.1 Rising adoption of robotic vision systems in plastic and food & beverages industry
12.5.2 SOUTH AMERICA
12.5.2.1 Increasing installation of robotic vision systems in various manufacturing plants

13 COMPETITIVE LANDSCAPE (Page No. – 220)
13.1 INTRODUCTION
TABLE 192 KEY DEVELOPMENTS IN ROBOTIC VISION MARKET (2019–2022)
13.2 REVENUE ANALYSIS OF TOP FIVE COMPANIES
FIGURE 56 ROBOTIC VISION MARKET: REVENUE ANALYSIS (2020)
13.3 MARKET SHARE ANALYSIS OF TOP 5 PLAYERS, 2021
TABLE 193 ROBOTIC VISION MARKET: DEGREE OF COMPETITION
13.4 COMPANY EVALUATION QUADRANT, 2021
13.4.1 STAR
13.4.2 EMERGING LEADER
13.4.3 PERVASIVE
13.4.4 PARTICIPANT
FIGURE 57 ROBOTIC VISION MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
13.5 SMALL AND MEDIUM-SIZED ENTERPRISES (SME) EVALUATION QUADRANT, 2021
13.5.1 PROGRESSIVE COMPANY
13.5.2 RESPONSIVE COMPANY
13.5.3 DYNAMIC COMPANY
13.5.4 STARTING BLOCK
FIGURE 58 ROBOTIC VISION MARKET (GLOBAL): SME EVALUATION QUADRANT, 2021
13.6 ROBOTIC VISION MARKET: COMPETITIVE BENCHMARKING
TABLE 194 ROBOTIC VISION MARKET: DETAILED LIST OF KEY START-UPS/SMES
TABLE 195 ROBOTIC VISION MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
13.6.1 ROBOTIC VISION MARKET: COMPANY FOOTPRINT
TABLE 196 COMPANY TYPE FOOTPRINT
TABLE 197 COMPANY INDUSTRY FOOTPRINT
TABLE 198 COMPANY REGION FOOTPRINT
TABLE 199 COMPANY FOOTPRINT
13.7 COMPETITIVE SCENARIO AND TRENDS
13.7.1 PRODUCT LAUNCHES
TABLE 200 ROBOTIC VISION MARKET: PRODUCT LAUNCHES, FEBRUARY 2019 – MARCH 2022
13.7.2 DEALS
TABLE 201 ROBOTIC VISION MARKET: DEALS, JANUARY 2019 – FEBRUARY 2022
13.7.3 OTHERS
TABLE 202 ROBOTIC VISION MARKET: OTHERS, JUNE 2020 – FEBRUARY 2022

14 COMPANY PROFILES (Page No. – 250)
14.1 KEY PLAYERS
(Business Overview, Products, Product launches, Deals, Recent Developments, MnM View)*
14.1.1 COGNEX CORPORATION
TABLE 203 COGNEX CORPORATION: BUSINESS OVERVIEW
FIGURE 59 COGNEX CORPORATION: COMPANY SNAPSHOT
TABLE 204 COGNEX CORPORATION: PRODUCT OFFERING
TABLE 205 COGNEX CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.2 BASLER AG
TABLE 206 BASLER AG: BUSINESS OVERVIEW
FIGURE 60 BASLER AG: COMPANY SNAPSHOT
TABLE 207 BASLER AG: PRODUCT OFFERINGS
TABLE 208 BASLER AG: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.3 OMRON CORPORATION
TABLE 209 OMRON CORPORATION: BUSINESS OVERVIEW
FIGURE 61 OMRON CORPORATION: COMPANY SNAPSHOT
TABLE 210 OMRON CORPORATION: PRODUCT OFFERINGS
TABLE 211 OMRON CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.4 NATIONAL INSTRUMENTS CORPORATION
TABLE 212 NATIONAL INSTRUMENTS CORPORATION: BUSINESS OVERVIEW
FIGURE 62 NATIONAL INSTRUMENTS CORPORATION: COMPANY SNAPSHOT
TABLE 213 NATIONAL INSTRUMENTS CORPORATION: PRODUCT OFFERINGS
14.1.5 KEYENCE CORPORATION
TABLE 214 KEYENCE CORPORATION: BUSINESS OVERVIEW
FIGURE 63 KEYENCE CORPORATION: COMPANY SNAPSHOT
TABLE 215 KEYENCE CORPORATION: PRODUCT OFFERINGS
TABLE 216 KEYENCE CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.6 TELEDYNE DALSA
TABLE 217 TELEDYNE DALSA: BUSINESS OVERVIEW
FIGURE 64 TELEDYNE DALSA: COMPANY SNAPSHOT
TABLE 218 TELEDYNE DALSA: PRODUCT OFFERING
TABLE 219 TELEDYNE DALSA: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.7 SICK AG
TABLE 220 SICK AG: BUSINESS OVERVIEW
FIGURE 65 SICK AG: COMPANY SNAPSHOT
TABLE 221 SICK AG: PRODUCT OFFERING
TABLE 222 SICK AG: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.8 TORDIVEL AS
TABLE 223 TORDIVEL AS: BUSINESS OVERVIEW
TABLE 224 TORDIVEL AS: PRODUCT OFFERING
14.1.9 HEXAGON AB
TABLE 225 HEXAGON AB: BUSINESS OVERVIEW
FIGURE 66 HEXAGON AB: COMPANY SNAPSHOT
TABLE 226 HEXAGON AB: PRODUCT OFFERINGS
14.1.10 ADVANTECH
TABLE 227 ADVANTECH: BUSINESS OVERVIEW
FIGURE 67 ADVANTECH: COMPANY SNAPSHOT
TABLE 228 ADVANTECH: PRODUCT OFFERINGS
TABLE 229 ADVANTECH: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.11 YASKAWA AMERICA, INC.
TABLE 230 YASKAWA AMERICA, INC.: BUSINESS OVERVIEW
FIGURE 68 YASKAWA AMERICA, INC.: COMPANY SNAPSHOT
TABLE 231 YASKAWA AMERICA, INC.: PRODUCT OFFERINGS
14.1.12 ISRA VISION
TABLE 232 ISRA VISION: BUSINESS OVERVIEW
FIGURE 69 ISRA VISION: COMPANY SNAPSHOT
TABLE 233 ISRA VISION: PRODUCT OFFERINGS
TABLE 234 ISRA VISION: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.13 FANUC CORPORATION
TABLE 235 FANUC CORPORATION: BUSINESS OVERVIEW
FIGURE 70 FANUC CORPORATION: COMPANY SNAPSHOT
TABLE 236 FANUC CORPORATION: PRODUCT OFFERINGS
TABLE 237 FANUC CORPORATION: PRODUCT LAUNCHES AND DEVELOPMENTS
14.1.14 ABB
TABLE 238 ABB: BUSINESS OVERVIEW
FIGURE 71 ABB: COMPANY SNAPSHOT
TABLE 239 ABB: PRODUCT OFFERINGS
14.1.15 QUALCOMM INCORPORATED
TABLE 240 QUALCOMM INCORPORATED: BUSINESS OVERVIEW
FIGURE 72 QUALCOMM INCORPORATED: COMPANY SNAPSHOT
TABLE 241 QUALCOMM INCORPORATED: PRODUCT OFFERINGS
TABLE 242 QUALCOMM INCORPORATED: PRODUCT LAUNCHES AND DEVELOPMENTS
*Details on Business Overview, Products, Recent Developments, Product Launches, Deals, MnM View might not be captured in case of unlisted companies.
14.2 OTHER PLAYERS
14.2.1 LMI TECHNOLOGIES INC.
14.2.2 INDUSTRIAL VISION SYSTEMS
14.2.3 VITRONIC
14.2.4 MATROX ELECTRONIC SYSTEMS LTD.
14.2.5 ADLINK TECHNOLOGY INC.
14.2.6 ZIVID
14.2.7 STEMMER IMAGING LTD.
14.2.8 MVTEC SOFTWARE GMBH
14.2.9 WENGLOR SENSORIC GMBH
14.2.10 AQUIFI
14.2.11 IDS IMAGING DEVELOPMENT SYSTEMS GMBH

15 ADJACENT & RELATED MARKETS (Page No. – 319)
     15.1 INTRODUCTION
15.2 LIMITATIONS
15.3 COLLABORATIVE ROBOT (COBOT) MARKET, BY PAYLOAD
15.3.1 INTRODUCTION
15.3.2 UP TO 5 KG
15.3.2.1 Cobots with payload capacity below 5 kg are inherently safe
TABLE 243 COMPANIES OFFERING COBOTS WITH PAYLOAD CAPACITY UP TO 5 KG
TABLE 244 PAYLOAD UP TO 5 KG: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 245 PAYLOAD UP TO 5 KG: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2021–2027 (USD MILLION)
TABLE 246 PAYLOAD UP TO 5 KG: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2017–2020 (UNITS)
TABLE 247 PAYLOAD UP TO 5 KG: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2021–2027 (UNITS)
TABLE 248 PAYLOAD UP TO 5 KG: COLLABORATIVE ROBOT MARKET, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 249 PAYLOAD UP TO 5 KG: COLLABORATIVE ROBOT MARKET, BY INDUSTRY, 2021–2027 (USD MILLION)
15.3.3 5–10 KG
15.3.3.1 Most cobots with 5–10 kg payload capacity can be equipped with in-built force sensors
TABLE 250 COMPANIES OFFERING COBOTS WITH 5–10 KG PAYLOAD CAPACITY
TABLE 251 5–10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 252 5–10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2021–2027 (USD MILLION)
TABLE 253 5–10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2017–2020 (UNITS)
TABLE 254 5–10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2021–2027 (UNITS)
TABLE 255 5–10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 256 5–10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY INDUSTRY, 2021–2027 (USD MILLION)
15.3.4 MORE THAN 10 KG
15.3.4.1 Advances in robotic hardware enabling manufacturers to develop collaborative robots with a payload capacity above 10 kg
TABLE 257 COMPANIES OFFERING COBOTS WITH PAYLOAD CAPACITY MORE THAN 10 KG
TABLE 258 MORE THAN 10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2017–2020 (USD MILLION)
TABLE 259 MORE THAN 10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2021–2027 (USD MILLION)
TABLE 260 MORE THAN 10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2017–2020 (UNITS)
TABLE 261 MORE THAN 10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY APPLICATION, 2021–2027 (UNITS)
TABLE 262 MORE THAN 10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY INDUSTRY, 2017–2020 (USD MILLION)
TABLE 263 MORE THAN 10 KG PAYLOAD: COLLABORATIVE ROBOT MARKET, BY INDUSTRY, 2021–2027 (USD MILLION)

16 APPENDIX (Page No. – 334)
16.1 INSIGHTS OF INDUSTRY EXPERTS
16.2 DISCUSSION GUIDE
16.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
16.4 AVAILABLE CUSTOMIZATIONS
16.5 RELATED REPORTS
16.6 AUTHOR DETAILS


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