Robotic Vision Market

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)

Report Code: SE 4176 May, 2022, by marketsandmarkets.com

[341 Pages Report] The robotic vision market size is estimated to be USD 2.4 billion in 2022 and is projected to reach USD 3.8 billion by 2027, at a CAGR of 9.6%.

The rising demand for safety and quality products in industrial sector as well as increasing adoption of vision systems in industrial robotics are the major factors driving the growth of the robotic vision market. Moreover, increasing requirement of customized robotic vision systems and rising usage of machine learning and artificial intelligence is also advancing robotic vision system. This is expected to drive the demand for robotic vision in the near future.

Robotic Vision Market

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COVID-19 Impact on the Robotic Vision Market

COVID-19 has severely impacted the global economy and all the industries throughout the globe. Governments of various countries have imposed lockdowns to contain the spread of the epidemic. The complete global lockdown in the initial stage of the pandemic in various countries severely impacted the livelihoods of people and quality of life. This has resulted into the disruptions in the supply chain across the globe. The economies across the world have declined as there is a major decline in the demand for products. The production across industries has been limited due to the pandemic resulting in the shortage of raw material. The decline in exports and the disruptions in the supply chain are the major factors contributing to the decline in production.

The COVID-19 pandemic has affected the robotic vision market during the initial phases of 2020. The rapid spread of the virus has enforced measures of lockdown and shutdown many operations worldwide, which resulted in a disruption of the supply chain, unavailability of workforce, delay in manufacturing, and delay in the export of products and other components of robotic vision systems. However, the resumption of manufacturing activities in the latter half of 2020 has resulted in a significant rise in the adoption of robotic vision in industries such as automotive, electrical & electronics, food & beverages, and pharmaceuticals.

Robotic Vision Market Dynamics

DRIVERS: Growth in need for quality inspection with automated robotic vision

A rising trend of quality control of the products in various industries is increasing the use of robotic vision systems due to their noncontact inspection, high repeatability, and relatively low cost. Traditional forms of quality control of products are entirely dependent on human inspection. However, human inspection performance is expected to be depreciated during a shift of work due to fatigue and repetition. This may allow for minor errors to be undetected, resulting in non-trivial errors as well as an expensive process. Today, technological advancements are shifting the tedious inspection work from humans to machine automation. Major leaps have already been made in hardware and software that have displaced much of the quality control inspection work to machines.

RESTRAINT: High initial cost of installation

Developing the core components of robotic vision, such as vision sensors, and the underlying vision software require large investments. The initial cost of installing robotic vision is also a little higher. A robotic vision system is equipped with high-tech components such as smart cameras, sensors, lenses, frame grabbers, and software. All these components used in a robotic vision system are of higher quality, which provides proper guidance to the robot for performing certain functions such as bin picking, measurement, inspection, etc. Robotic vision relies on digital sensors installed inside industrial cameras with specialized optics to acquire images so that computer hardware and software can process, analyze, and measure various characteristics of a product for decision making.

OPPORTUNITIES: Government initiatives boosting industrial automation

Governments worldwide are supporting the adoption of various automation technologies for the structural development of manufacturing industries. As manufacturing industries are a vital segment of this development, governments worldwide are focusing on this segment. This is expected to boost the penetration of industrial robots and, consecutively, robotic vision as well. Industrial automation using robotic vision systems helps in mass production manufacturing with minimum defects and superior quality, resulting in higher output and better productivity. Robotic vision is one of the important systems required for industrial automation.

CHALLENGES : Difficulties in manufacturing of overall robotic vision systems

The integration of robot arms with a vision system is not an easy task considering the current industrial development; assistance from a professional system integrator is required if the end user lacks the required skills. Sufficient precision can ensure the accuracy of each process, and the expected production cycle can be used to evaluate the production capacity and calculate the return on investment (ROI). If a target is positioned via vision in terms of accuracy, many factors will affect the overall accuracy, including camera resolution, positioning algorithm, correction errors of hand-eye relationship, correction errors of a camera lens, arm repeating accuracy, and absolute accuracy, which may only be effectively evaluated by experienced technicians of robot vision.

2D vision systems were the most extensively used vision systems in the market in 2021

The 2D vision systems segment holds the largest share of the robotic vision market in 2021 and is expected to hold a significant share during the forecast period. The 2D vision systems are widely used in various industries, such as electrical & electronics, food & beverages, and pharmaceuticals & cosmetics industry. 2D vision systems are more suited to general-purpose applications and can generally process images faster than 3D vision systems. Hence, the market for 2D vision systems holds a larger share of the market in 2021. Although 3D vision systems are a step above 2D vision systems in terms of complexity, they can provide more information on the target object to be manipulated by an industrial robot.

Hardware segment to hold the largest share of robotic vision market in 2021

The market for the hardware components held the largest share in 2021 and is estimated to remain the same during the forecast period. Hardware components play a crucial role in robotic vision systems, and they constitute the majority cost. In robotic vision systems, most of these hardware components are being used for vision guided robotics (VGR). In hardware components, smart cameras are an important innovation for robotic vision systems as they combine image capture and image processing in one system. The camera component constitutes the highest cost in vision system hardware. Thus, combining the cost of all the hardware components, the segment holds the major share in the market.

Robotic guidance systems hold the largest share in 2021

Robotic guidance or vision-guided robots (VGR) use vision systems and image processing techniques used for position detection and inspection using for industrial robots. The growing utilization of robotic guidance systems has increasingly become commonplace over the years. This is because the cost of vision system components, such as cameras, lenses, lighting, and software, has gradually decreased. They are now accessible to a wider range of users as well. They are being increasingly utilized for collaborative robots. Hence, robotic guidance systems are expected to maintain the largest share of the market throughout the forecast period.

Assembling and disassembling to hold significant growth rate during the forecast period

Robotic vision is automating complex assembly operations, which cannot be performed through simple robot programming. It is quickly becoming commonplace for material handling applications due to the emergence of vision-guided robots (VGR). The picking and placing of the objects are automated with the help of robotic vision system by recognizing the orientation and positioning of the objects. Thus, the assembling and disassembling application is expected to hold the largest CAGR during the forecast period.

Electrical and electronics industry dominates the robotic vision market throughout the forecast period

Robotic vision systems have the potential to transform production for increased throughput, quality, and productivity in the electrical & electronics industry. Vision systems have revolutionized the process of inspection of electronic components, including semiconductors. Besides, the robotic vision systems are also highly utilized in packaging and palletizing, which require high precision. In the electrical & electronics industry, robotic vision systems are primarily installed due to their ability to guide material handling robots to position products or materials as needed in a production process. Thus, the industry holds major share in the market.

Asia Pacific is expected to be the leading region in the robotic vision market during the forecast period

APAC dominates the robotic vision market and is expected to hold the largest growth rate of the global robotic vision market during the forecast period. One of the major factors driving the growth of the robotic vision market in the region is the rising demand for quality control from various industries such as automotive and electronics. Asian countries such as China, Japan, and South Korea consists of large market for automation (robots & vision systems) for automotive and electronics industries.

Robotic Vision Market by Region

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Key Market Players

The robotic vision market is dominated by a few globally established players such as Cognex Corporation (US), Basler AG (Germany), OMRON Corporation (Japan), National Instruments Corporation (US), and Keyence Corporation (Japan).

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Scope of the Report

Report Metric

Details

Market Size Available for Years

2018–2027

Base Year

2021

Forecast Period

2022–2027

Units

Value (USD Million/Billion)

Segments Covered

Type, Component, Deployment, Detection Algorithm, Application, and Industry

Geographic Regions Covered

North America, Europe, Asia Pacific, and RoW

Companies Covered

Major Players: Cognex 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 - total 25 players have been covered

This research report segments the robotic vision market based on type, component, deployment, detection algorithm, application, industry, and region.

By Type:

  • 2D Vision Systems
  • 3D Vision Systems
    • Single-and Multi-Camera Triangulation Based
    • Time-of-light Based
    • Laser Based
    • Stereo Vision Based
    • Structured Light Based

By Component:

  • Hardware
    • Cameras
    • Optics
    • Lighting
    • Processors and Controllers
    • Frame Grabbers
    • Others
  • Software
    • Traditional Software
    • Deep Learning Software

By Deployment

  • Robotic Guidance Systems
  • Robotic Cells
  • By Detection Algorithm
  • Contour-Based
  • Correlation-Based
  • Feature Extraction
  • Cloud of points

By Application

  • Welding & Soldering
  • Material Handling
  • Packaging & Palletizing
  • Painting
  • Assembling & Disassembling
  • Cutting, Pressing, Grinding, & Deburring
  • Measurement, Inspection, & Testing

By Industry

  • Automotive
  • Electrical & Electronics
  • Chemical, Rubber, & Plastic
  • Metals & Machinery
  • Food & Beverages
  • Precision Engineering & Optics
  • Pharmaceuticals & Cosmetics
  • Others

By Region:

  • North America
  • Europe
  • Asia Pacific (APAC)
  • Rest of the World (RoW)

Recent Developments

  • In March 2022, OMRON Corporation launched its B Series GigE Vision cameras. These cameras use Sony Corporation Pregius and Starvis CMOS sensors and offer high resolutions up to 20 M and fast frame rates up to 282.8fps. These cameras provide flexibility and ease of integration for applications that require a small form factor.
  • In February 2022, ABB entered into an agreement with leading global transport solutions provider Scania to provide a comprehensive range of robotic solutions for Scania’s new highly automated battery assembly plant in Sweden. The new facility will be a key milestone in Scania’s journey toward the electrification of heavy vehicles.
  • In December 2021, Basler AG announced the acquisition of its long-standing sales partners DATVISION and IOVIS in South Korea. With this acquisition, Basler AG expanded its direct business in Asia.
  • In November 2021, Cognex Corporation introduced the In-sight 3D-L4000 embedded vision system featuring 3D laser displacement technology, which allows solving quickly, accurately, and cost-effectively a wide range of inspections on automated production lines.

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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

The study involved four major activities in estimating the current size of the robotic vision market. Exhaustive secondary research has been done to collect information on the market, peer market, and parent market. To validate these findings, assumptions, and sizing with industry experts across the value chain through primary research has been the next step. Both top-down and bottom-up approaches have been employed to estimate the complete market size. After that, market breakdown and data triangulation methods have been used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, various secondary sources have been referred for identifying and collecting information important for the robotic vision market study. Secondary sources include corporate filings (such as annual reports, investor presentations, and financial statements); trade, business, and professional associations; white papers, transformer associations (such as International Federation of Robotics (IFR), Robotics Business Review, and certified publications; articles from recognized authors; directories; and databases.

Primary Research

In the primary research process, various primary sources from both the supply and demand sides have been interviewed to obtain qualitative and quantitative information for this report. Primary sources from the supply side include industry experts, such as CEOs, VPs, marketing directors, technology and innovation directors, and related key executives from major companies and organizations operating in the robotic vision market. Following is the breakdown of primary respondents:

Robotic Vision Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both the top-down and bottom-up approaches have been used to estimate and validate the size of the overall robotic vision market and the market based on segments. The research methodology used to estimate the market size has been given below:

  • Key players operating in the robotic vision market have been identified through extensive secondary research.
  • The industry’s supply chain and market size, in terms of value, have been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakdowns have been determined by using secondary sources and verified through primary sources.

Global robotic vision market Size: Bottom-Up Approach

Robotic Vision Market Size, and Share

To know about the assumptions considered for the study, Request for Free Sample Report

Data Triangulation

After arriving at the overall robotic vision market size—using the estimation processes explained above—the market has been split into several segments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, the data triangulation and market breakdown procedures have been employed, wherever applicable. The data has been triangulated by studying various factors and trends in both the demand and supply sides of the robotic vision market.

Report Objectives:

  • To describe and forecast the robotic vision market, in terms of value, based on type, component, deployment, detection algorithm, application, and industry.
  • To forecast the market size, in terms of value, for four main regions—North America, Europe, Asia Pacific (APAC), and Rest of the World (RoW)
  • To provide detailed information regarding the drivers, restraints, opportunities, and challenges influencing the growth of the market
  • To provide a comprehensive overview of the value chain of the robotic vision ecosystem
  • To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the total market
  • To strategically profile key players and comprehensively analyze their market position in terms of ranking and core competencies2, and provide a detailed competitive landscape of the market.
  • To analyze opportunities in the market for stakeholders by identifying high-growth segments of the robotic vision.
  • To analyze competitive strategies, such as product launches, partnership, mergers, acquisition, contracts, and agreements, adopted by key market players in the robotic vision market.

Available Customizations:

Based on the given market data, MarketsandMarkets offers customizations in the reports according to the client’s specific requirements. The available customization options are as follows:

Company Information

  • Detailed analysis and profiling of additional market players (up to 5)
Robotic Vision Market Size,  Share & Growth Report
Report Code
SE 4176
Published ON
May, 2022
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