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The data has been triangulated by studying various factors and trends in both the demand and supply sides of the robotic vision market. 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. Vision systems have revolutionized the process of inspection of electronic components, including semiconductors. - 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. Developing the core components of robotic vision, such as vision sensors, and the underlying vision software require large investments. They are now accessible to a wider range of users as well. Major leaps have already been made in hardware and software that have displaced much of the quality control inspection work to machines. - 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. Hence, the market for 2D vision systems holds a larger share of the market in 2021. Based on the given market data, MarketsandMarkets offers customizations in the reports according to the clients specific requirements. . Governments of various countries have imposed lockdowns to contain the spread of the epidemic. - 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. 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. Today, technological advancements are shifting the tedious inspection work from humans to machine automation. The market for the hardware components held the largest share in 2021 and is estimated to remain the same during the forecast period. Thus, the assembling and disassembling application is expected to hold the largest CAGR during the forecast period. - 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. The 2D vision systems are widely used in various industries, such as electrical & electronics, food & beverages, and pharmaceuticals & cosmetics industry. What is the total CAGR expected to be recorded for the robotic vision market during 2022-2027? Key players operating in the robotic vision market have been identified through extensive secondary research. Both top-down and bottom-up approaches have been employed to estimate the complete market size. To analyze competitive strategies, such as product launches, partnership, mergers, acquisition, contracts, and agreements, adopted by key market players in the robotic vision market. In the secondary research process, various secondary sources have been referred for identifying and collecting information important for the robotic vision market study. 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. - 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, 20182021 (USD MILLION) TABLE 29 ROBOTIC VISION MARKET, BY COMPONENT, 20222027 (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, 20182021 (USD MILLION) TABLE 31 HARDWARE: ROBOTIC VISION MARKET, BY COMPONENT, 20222027 (USD MILLION) TABLE 32 HARDWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 20182021 (USD MILLION) TABLE 33 HARDWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 20222027 (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, 20182021 (USD MILLION) TABLE 35 CAMERAS: ROBOTIC VISION MARKET, BY TYPE, 20222027 (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, 20182021 (USD MILLION) TABLE 37 CAMERAS: ROBOTIC VISION MARKET, BY FORMAT, 20222027 (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, 20182021 (USD MILLION) TABLE 39 CAMERAS: ROBOTIC VISION MARKET, BY SENSOR, 20222027 (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, 20182021 (USD MILLION) TABLE 41 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 20222027 (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, 20182021 (USD MILLION) TABLE 43 SOFTWARE: ROBOTIC VISION MARKET, BY TYPE, 20222027 (USD MILLION) TABLE 44 SOFTWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 20182021 (USD MILLION) TABLE 45 SOFTWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 20222027 (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. These cameras provide flexibility and ease of integration for applications that require a small form factor. The initial cost of installing robotic vision is also a little higher. 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. 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 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. 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 research methodology used to estimate the market size has been given below: After arriving at the overall robotic vision market sizeusing the estimation processes explained abovethe market has been split into several segments. 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. 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. - 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 20222027 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. Moreover, increasing requirement of customized robotic vision systems and rising usage of machine learning and artificial intelligence is also advancing robotic vision system. Cognex Corporation (US), Basler AG (Germany), OMRON Corporation (Japan), National Instruments Corporation (US), and Keyence Corporation (Japan) are some of the major companies operating in the robotic vision market. The available customization options are as follows: This FREE sample includes market data points, ranging from trend analyses to market estimates & forecasts. [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%. All percentage shares, splits, and breakdowns have been determined by using secondary sources and verified through primary sources. With this acquisition, Basler AG expanded its direct business in Asia. Following is the breakdown of primary respondents: 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. 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. In March 2022, OMRON Corporation launched its B Series GigE Vision cameras. To know about the assumptions considered for the study, Request for Free Sample Report. 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. The growing utilization of robotic guidance systems has increasingly become commonplace over the years. 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. After that, market breakdown and data triangulation methods have been used to estimate the market size of segments and subsegments. The new facility will be a key milestone in Scanias journey toward the electrification of heavy vehicles. However, human inspection performance is expected to be depreciated during a shift of work due to fatigue and repetition. Industrial automation using robotic vision systems helps in mass production manufacturing with minimum defects and superior quality, resulting in higher output and better productivity. - 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 CUSTOMERS BUSINESS FIGURE 29 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS 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 PORTERS 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 KEYENCES 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, 20162020 (USD MILLION) FIGURE 33 EXPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 20162020 (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 20222023 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.