ロボットビジョン市場：タイプ（2Dビジョンシステム、3Dビジョンシステム）、コンポーネント（カメラ、照明、光学、プロセッサ＆コントローラ、フレームグラバー、ディープラーニングソフトウェア）、デプロイメント（ロボット誘導システム、ロボットセル）（2022-2027）別

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)

ロボットビジョンの市場規模は、2022年の24億米ドルから2027年には38億米ドルに成長すると予測されており、2022年から2027年にかけて年平均成長率9.6％で成長すると見込まれています。ロボットビジョン市場の成長... もっと見る

deep learning

出版社	出版年月	電子版価格	ページ数	図表数	言語
MarketsandMarkets マーケッツアンドマーケッツ	2022年5月11日	US$4,950 シングルユーザライセンスライセンス・価格情報・注文方法はこちら	331	335	英語

日本語のページは自動翻訳を利用し作成しています。

サマリー

ロボットビジョンの市場規模は、2022年の24億米ドルから2027年には38億米ドルに成長すると予測されており、2022年から2027年にかけて年平均成長率9.6％で成長すると見込まれています。ロボットビジョン市場の成長を牽引する主な要因は、産業用ロボットにおける3Dロボットビジョンシステムの採用拡大、産業分野における品質・安全製品の需要増です。

「3Dビジョンシステムは2022年から2027年にかけて高い成長率が見込まれています。
3Dビジョンシステムは、再現性が高く、対象物の位置、向き、ビジョンカメラへの提示のズレから生じるエラーを回避することができます。特に自動車や製薬業界では、3D画像データを生成することができるため、ビンピッキング、物体追跡、製品プロファイリングなど、表面状態が変化する部品のピッキングに適しています。また、3次元の複雑な形状を扱うことができるため、パーツがランダムに配置されるような、あまり整理されていないアプリケーションに最適です。このように、3Dビジョンシステムの市場は、2022年から2027年にかけて、2Dビジョンシステムの市場よりも高いCAGRで成長すると予測されています。

"2021年はハードウェア分野が最大シェアを占める"
カメラはビジョンシステムの主要コンポーネントである。スマートカメラベースのビジョンシステムは、設定、検証、メンテナンスが容易なため、PCベースのシステムよりも支持を集めている。近い将来、ロボティックビジョンは、産業の自動化により、スマートカメラの設置を必要とする3Dビジョンシステムの設置が増えると予想される。したがって、カメラ市場は予測期間中に10.3%という最高のCAGRを記録すると予想されます。

"ロボットセルが予測期間中に最速で成長するセグメントとなる"
ロボットセルは、品質追跡、成分の均一な分散、色の一貫性、安全リングの存在などの複雑なタスクに急速に活用されています。ロボット誘導システムと比較すると、ロボットセルはビジョンカメラに統合されたときに、より良い効率と精度を提供します。したがって、予測期間中、ロボティックセルは、ロボティックガイダンスシステムよりも高いCAGRで成長すると推定される。

"マテリアルハンドリングセグメントが2021年に最大シェアを占める"
マテリアルハンドリングセグメントは、2021年に市場を支配し、予測期間中もその支配が続くと予測される。ロボットビジョンを用いたマテリアルハンドリングは、ハンドリングアプリケーションに関わる人間の労働力を大幅に削減することができます。その上、マテリアルハンドリングにおけるロボットビジョンの使用は、人件費の削減、生産プロセスの稼働時間の増加、人間にとってより安全な環境を提供することができます。これらの要因が、さまざまな産業でマテリアルハンドリングアプリケーションが採用されている理由です。

「食品・飲料業界は予測期間中に最大の成長率を維持する
食品・飲料業界は、予測期間中に最大の市場規模を維持すると予想されています。食品製造工場における包装やパレタイジングでのロボットビジョンシステムの利用が増加していることが、市場成長の要因となっています。一方、包装された食品の消費は急速に増加しており、食品の安全性と標準プロトコルは、食品大手によってグローバルに採用されているため、ビジョンシステムは予測期間中に食品製造工場に多く設置されると予測されています。

「欧州は予測期間中、第2位の市場規模を獲得する見込み。
欧州地域は、予測期間中、ロボットビジョン市場で2番目に大きなシェアを占めると予想されています。東欧諸国では産業が発展しており、製造業におけるビジョンシステムの普及が進んでいます。
製造業におけるビジョンシステムの普及が進んでいます。ヨーロッパでは、ビジョンシステムは大企業だけでなく、中小企業にも関連性があります。ドイツはヨーロッパで最大のビジョンシステム市場です。インダストリー4.0やIoT、AIの浸透といった政府の取り組みにより、今後数年間はビジョンソフトウェアの開発が促進されると予想されます。

本レポートの主要参加企業のプロフィールの内訳は、以下の通りです。
- 企業タイプ別。ティア1＝52％、ティア2＝31％、ティア3＝17
- 役職別役職別：C-Level Executive = 47%, 取締役 = 31%, その他 = 22
- 地域別北米＝16％、欧州＝20％、アジア太平洋＝62％、RoW＝2

ロボットビジョン市場で事業を展開する主な企業は、コグネックス（米国）、Basler AG（ドイツ）、オムロン（日本）、National Instruments Corporation（米国）、キーエンス（日本）、Teledyne DALSA（カナダ）、SICK AG（ドイツ）、Tordivel AS（ノルウェー）、Hexagon AB（スウェーデン）、Advantech（台湾）、安川アメリカ（日本）、ISRA Vision（ドイツ）、FanUC Corporation（日本）などである。

調査対象範囲
この調査レポートは、ロボットビジョンの世界市場を、タイプ、コンポーネント、展開、検出アルゴリズム、アプリケーション、産業、地域に基づいてカバーしています。タイプ別では、2Dビジョンシステムと3Dビジョンシステムに区分されます。コンポーネント別では、ハードウェアとソフトウェアに区分されます。ロボティックビジョン市場は、配置に基づき、ロボティックガイダンスシステムとロボティックセルに区分されています。検出アルゴリズムに基づき、市場は輪郭ベース、相関ベース、特徴抽出、点群に区分されています。アプリケーションに基づき、市場はマテリアルハンドリング、測定・検査・試験、溶接・はんだ付け、組立・分解、包装・パレタイジング、塗装、切断・プレス・研削・バリ取りに区分されています。産業別では、自動車、電気・電子、化学・ゴム・プラスチック、金属・機械、食品・飲料、精密工学・光学、医薬品・化粧品、その他に分類されています。本レポートでは、北米、欧州、アジア太平洋地域、その他の地域（RoW）の4つの主要地域を対象としています。

レポート購入の主な利点
本レポートは、ロボットビジョン市場を包括的に区分し、全体的な市場規模、およびタイプ、コンポーネント、展開、検出アルゴリズム、アプリケーション、産業、地域などの異なるサブセグメントの市場規模を最も近似的に示しています。
当レポートは、利害関係者が市場の脈動、予想される市場シナリオを理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。
このレポートは、ロボットビジョン市場におけるCOVID-19の影響を理解するのに役立ちます。

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1 INTRODUCTION 39
1.1 STUDY OBJECTIVES 39
1.2 MARKET DEFINITION 39
1.2.1 INCLUSIONS AND EXCLUSIONS 40
1.3 STUDY SCOPE 40
1.3.1 MARKETS COVERED 40
FIGURE 1 ROBOTIC VISION MARKET: SEGMENTATION 41
1.3.2 YEARS CONSIDERED 41
1.4 CURRENCY 42
1.5 LIMITATIONS 42
1.6 STAKEHOLDERS 42
1.7 SUMMARY OF CHANGES 42
2 RESEARCH METHODOLOGY 44
2.1 RESEARCH DATA 44
FIGURE 2 ROBOTIC VISION MARKET: RESEARCH DESIGN 44
2.1.1 SECONDARY AND PRIMARY RESEARCH 45
2.1.2 SECONDARY DATA 45
2.1.2.1 Major secondary sources 46
2.1.2.2 Key data from secondary sources 46
2.1.3 PRIMARY DATA 47
2.1.3.1 Primary interviews with experts 47
2.1.3.2 Key data from primary sources 48
2.1.3.3 Key industry insights 49
2.1.3.4 Breakdown of primaries 49
2.2 MARKET SIZE ESTIMATION 50
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH (SUPPLY SIDE): REVENUE OF PRODUCTS/SOLUTIONS/SERVICES OF ROBOTIC VISION MARKET SIZE 50
2.2.1 BOTTOM-UP APPROACH 51
2.2.1.1 Approach for arriving at market size by bottom-up analysis (demand side) 51
FIGURE 4 ROBOTIC VISION MARKET: BOTTOM-UP APPROACH 52
2.2.2 TOP-DOWN APPROACH 52
2.2.2.1 Approach for capturing market size by using top-down analysis (supply side) 52
FIGURE 5 ROBOTIC VISION MARKET: TOP-DOWN APPROACH 53

2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 53
FIGURE 6 ROBOTIC VISION MARKET: DATA TRIANGULATION 53
2.4 RESEARCH ASSUMPTIONS AND LIMITATIONS 54
2.4.1 ASSUMPTIONS 54
3 EXECUTIVE SUMMARY 55
FIGURE 7 COVID-19 IMPACT ANALYSIS ON ROBOTIC VISION MARKET 55
3.1 REALISTIC SCENARIO 56
3.2 OPTIMISTIC SCENARIO 56
3.3 PESSIMISTIC SCENARIO 56
FIGURE 8 2D VISION SYSTEMS TO HOLD LARGER SHARE OF ROBOTIC VISION MARKET IN 2022 57
FIGURE 9 SOFTWARE COMPONENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 58
FIGURE 10 ROBOTIC GUIDANCE SYSTEMS TO HOLD LARGER SHARE OF ROBOTIC VISION MARKET IN 2022 59
FIGURE 11 MATERIAL HANDLING APPLICATION TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 60
FIGURE 12 ROBOTIC VISION MARKET FOR FOOD & BEVERAGES INDUSTRY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 61
FIGURE 13 ROBOTIC VISION SYSTEM MARKET IN ASIA PACIFIC IS GROWING WITH HIGHER MARKET SHARE IN 2022 62
4 PREMIUM INSIGHTS 63
4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR ROBOTIC VISION MARKET 63
FIGURE 14 INCREASE IN DEMAND FOR QUALITY INSPECTION TO DRIVE MARKET GROWTH 63
4.2 ROBOTIC VISION MARKET, BY TYPE 63
FIGURE 15 ROBOTIC VISION MARKET FOR 3D VISION SYSTEMS TO HOLD HIGHEST CAGR BETWEEN 2022–2027 63
4.3 ROBOTIC VISION MARKET, BY COMPONENT 64
FIGURE 16 HARDWARE SEGMENT TO HOLD LARGEST SHARE OF ROBOTIC VISION MARKET 64
4.4 ROBOTIC VISION MARKET, BY DEPLOYMENT 64
FIGURE 17 ROBOTIC GUIDANCE SYSTEMS FOR ROBOTIC VISION MARKET TO DOMINATE DURING FORECAST PERIOD 64
4.5 ROBOTIC VISION MARKET, BY APPLICATION 65
FIGURE 18 MATERIAL HANDLING SEGMENT TO DOMINATE ROBOTIC VISION MARKET 65
4.6 ROBOTIC VISION MARKET, BY INDUSTRY 65
FIGURE 19 ELECTRICAL & ELECTRONICS INDUSTRY HOLDS LARGEST SHARE OF ROBOTIC VISION MARKET 65
4.7 ROBOTIC VISION MARKET, BY REGION 66
FIGURE 20 ASIA PACIFIC TO HOLD LARGEST SIZE OF ROBOTIC VISION MARKET 66

5 MARKET OVERVIEW 67
5.1 INTRODUCTION 67
5.2 MARKET DYNAMICS 67
FIGURE 21 MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 67
5.2.1 DRIVERS 68
5.2.1.1 Growth in need for quality inspection with automated robotic vision 68
5.2.1.2 High adoption of 3D vision systems in industrial robotics 68
5.2.1.3 Demand for safety as well as quality products in industrial sector 69
5.2.1.4 Increase in use of smart cameras in robotic vision 69
FIGURE 22 ROBOTIC VISION MARKET DRIVERS: IMPACT ANALYSIS 70
5.2.2 RESTRAINTS 70
5.2.2.1 High initial cost of installation 70
5.2.2.2 Varying industrial and end-user applications 70
5.2.2.3 Limited awareness of robotic vision systems 71
FIGURE 23 ROBOTIC VISION MARKET RESTRAINTS: IMPACT ANALYSIS 71
5.2.3 OPPORTUNITIES 72
5.2.3.1 Government initiatives boosting industrial automation 72
TABLE 1 SUMMARY OF INVESTMENTS IN INDUSTRIAL AUTOMATION PROVIDED THROUGH GOVERNMENT INITIATIVES 72
5.2.3.2 AI and deep learning driving advancement of robotic vision 73
5.2.3.3 Increasing customization of robotic vision systems 73
FIGURE 24 ROBOTIC VISION MARKET OPPORTUNITIES: IMPACT ANALYSIS 74
5.2.4 CHALLENGES 74
5.2.4.1 Difficulties in manufacturing of overall robotic vision systems 74
5.2.4.2 Programming of complex inspection tasks 75
FIGURE 25 ROBOTIC VISION MARKET CHALLENGES: IMPACT ANALYSIS 75
5.3 VALUE CHAIN ANALYSIS 75
FIGURE 26 VALUE CHAIN ANALYSIS: ROBOTIC VISION MARKET 76
5.4 ECOSYSTEM 78
FIGURE 27 GLOBAL ROBOTIC VISION MARKET: ECOSYSTEM 78
TABLE 2 ROBOTIC VISION MARKET: ECOSYSTEM 78
5.5 PRICING ANALYSIS 79
5.5.1 AVERAGE SELLING PRICES OF KEY PLAYERS, BY COMPONENTS 80
FIGURE 28 AVERAGE SELLING PRICES OF KEY PLAYERS FOR COMPONENTS 80
TABLE 3 AVERAGE SELLING PRICES OF KEY PLAYERS FOR COMPONENTS (USD) 80
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS 80
FIGURE 29 TRENDS/DISRUPTIONS IMPACTING CUSTOMER’S BUSINESS 81
5.7 TECHNOLOGY ANALYSIS 81
5.7.1 GROWING PENETRATION OF 3D VISION SYSTEMS 81
5.7.2 POINT CLOUD ROBOTIC VISION 82
5.7.3 HYPERSPECTRAL IMAGING 82
5.7.4 USE OF ARTIFICIAL INTELLIGENCE IN ROBOTIC VISION 82
5.7.5 USE OF LIQUID LENSES IN ROBOTIC VISION SYSTEMS 83
5.8 PORTER’S FIVE FORCE ANALYSIS 83
TABLE 4 PORTER'S FIVE FORCES ANALYSIS WITH THEIR IMPACT (2021) 83
5.8.1 THREAT OF NEW ENTRANTS 83
5.8.2 THREAT OF SUBSTITUTES 84
5.8.3 BARGAINING POWER OF SUPPLIERS 84
5.8.4 BARGAINING POWER OF BUYERS 84
5.8.5 INTENSITY OF COMPETITIVE RIVALRY 84
5.9 KEY STAKEHOLDERS & BUYING CRITERIA 85
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 85
FIGURE 30 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 END USERS 85
TABLE 5 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 END USERS (%) 85
5.9.2 BUYING CRITERIA 86
FIGURE 31 KEY BUYING CRITERIA FOR TOP 3 END USERS 86
TABLE 6 KEY BUYING CRITERIA FOR TOP 3 END USERS 86
5.10 CASE STUDY ANALYSIS 87
5.10.1 KINE ROBOTICS OY UTILIZES MACHINE VISION SYSTEMS FOR LOCATING BAGS ON CONVEYOR BELT 87
5.10.2 VARTA CONSUMER BATTERIES GMBH & CO. KGAA USES COGNEX VISIONPRO 3D TO ENSURE PRODUCTION SPEED AND PRODUCT QUALITY 87
5.10.3 BYD USES CAMERAS OF COGNEX CORPORATION FOR ITS PRODUCTION LINE 87
5.10.4 TIMEX USES KEYENCE’S INSTANT DIMENSION MEASUREMENT SERIES TO SIMPLIFY INSPECTION 88
5.10.5 KAWASAKI ROBOTICS USES COGNEX CAMERA FOR WELDING PIPES 88
5.11 TRADE ANALYSIS 88
FIGURE 32 IMPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 2016–2020 (USD MILLION) 88
FIGURE 33 EXPORT DATA FOR HS CODE 852580, BY KEY COUNTRY, 2016–2020 (USD MILLION) 89
5.12 PATENT ANALYSIS 90
FIGURE 34 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 90
FIGURE 35 PATENT ANALYSIS RELATED TO ROBOTIC VISION MARKET 90
TABLE 7 TOP 20 PATENT OWNERS IN THE LAST 10 YEARS 91
5.12.1 LIST OF MAJOR PATENTS 92
5.13 KEY CONFERENCES & EVENTS IN 2022–2023 93
TABLE 8 ROBOTIC VISION MARKET: DETAILED LIST OF CONFERENCES & EVENTS 93
5.14 REGULATIONS AND STANDARDS 96
5.14.1 INTERFACE/CONNECTIVITY 96
5.14.1.1 GigE Vision 96
5.14.1.2 USB3 Vision 97
5.14.1.3 CoaXPress (CXP) 97

5.14.2 CAMERA 97
5.14.2.1 EMVA 1288 97
5.14.2.2 ASTM E57 97
5.14.3 LENS 97
5.14.3.1 Japan Industrial Imaging Association (JIAA) 97
5.14.4 PROGRAMMING INTERFACE 98
5.14.4.1 GenICam 98
TABLE 9 REGULATIONS AND STANDARDS: ROBOTIC VISION 98
5.15 TARIFFS AND REGULATORY LANDSCAPE 99
5.15.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 99
TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 99
TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 100
TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 100
TABLE 13 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 101
6 ROBOTIC VISION MARKET, BY TYPE 102
6.1 INTRODUCTION 103
FIGURE 36 ROBOTIC VISION MARKET, BY TYPE 103
FIGURE 37 MARKET FOR 3D VISION SYSTEMS TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 103
TABLE 14 ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 104
TABLE 15 ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 104
6.2 2D VISION SYSTEMS 105
6.2.1 2D VISION SYSTEMS TO INCREASE PRODUCTIVITY IN CONVENTIONAL APPLICATIONS 105
TABLE 16 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 105
TABLE 17 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 106
TABLE 18 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 106
TABLE 19 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 106
TABLE 20 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 107
TABLE 21 2D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 107

6.3 3D VISION SYSTEMS 108
6.3.1 GROWING ADOPTION OF FASTER AND MORE PRECISE INSPECTIONS IN INDUSTRIES TO BOOST GROWTH OF 3D VISION SYSTEMS 108
6.3.2 SINGLE- AND MULTI-CAMERA TRIANGULATION 108
6.3.2.1 Single cameras are mounted on robotic arm 108
6.3.3 STRUCTURED LIGHT 109
6.3.3.1 Structured-light solutions use triangulation and can provide additional accuracy 109
6.3.4 TIME-OF-FLIGHT (TOF) 109
6.3.4.1 Time-of-Flight (ToF) cameras use variety of optical, non-contact methods to measure time 109
6.3.5 STEREO VISION 109
6.3.5.1 Stereo vision provides full field of view for 3D measurement 109
6.3.6 LASER-BASED 110
6.3.6.1 Laser-based vision systems produce series of 3D images 110
TABLE 22 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 110
TABLE 23 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 110
TABLE 24 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 110
TABLE 25 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 111
TABLE 26 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 111
TABLE 27 3D VISION SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 112
7 ROBOTIC VISION MARKET, BY COMPONENT 113
7.1 INTRODUCTION 114
FIGURE 38 ROBOTIC VISION MARKET, BY COMPONENT 114
FIGURE 39 HARDWARE COMPONENT EXPECTED TO HOLD HIGHEST SHARE OF MARKET DURING FORECAST PERIOD 114
TABLE 28 ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 115
TABLE 29 ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 115
7.2 HARDWARE 116
7.2.1 HARDWARE COMPONENTS TO HOLD MAJOR MARKET SHARE IN 2021 116
TABLE 30 HARDWARE: ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 116
TABLE 31 HARDWARE: ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 116
TABLE 32 HARDWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 117
TABLE 33 HARDWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 117

7.2.2 CAMERAS 118
7.2.2.1 Cameras are key components of robotic vision systems 118
TABLE 34 CAMERAS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 118
TABLE 35 CAMERAS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 118
7.2.2.2 Format 119
7.2.2.2.1 Line scan 119
7.2.2.2.1.1 Line scan type of cameras are used for rapid data capturing 119
7.2.2.2.2 Area scan 119
7.2.2.2.2.1 Area scan cameras capture images in fast-moving scenes 119
TABLE 36 CAMERAS: ROBOTIC VISION MARKET, BY FORMAT, 2018–2021 (USD MILLION) 120
TABLE 37 CAMERAS: ROBOTIC VISION MARKET, BY FORMAT, 2022–2027 (USD MILLION) 120
7.2.2.2.3 CMOS 120
7.2.2.2.3.1 CMOS sensors are based on photoelectric effect 120
7.2.2.2.4 CCD 121
7.2.2.2.4.1 CCDs are capable of creating high-quality images 121
TABLE 38 CAMERAS: ROBOTIC VISION MARKET, BY SENSOR, 2018–2021 (USD MILLION) 121
TABLE 39 CAMERAS: ROBOTIC VISION MARKET, BY SENSOR, 2022–2027 (USD MILLION) 121
7.2.2.3 Imaging spectrum 122
7.2.2.3.1 Utilization of multiple bands for imaging 122
7.2.2.3.2 Visible light 122
7.2.2.3.2.1 Robotic vision systems in visible spectrum have wavelengths between 400 to 700 nm 122
7.2.2.3.3 Visible + IR 122
7.2.2.3.3.1 For visible + IR cameras, NIR LEDs are added for visible + NIR imaging 122
TABLE 40 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 2018–2021 (USD MILLION) 123
TABLE 41 CAMERAS: ROBOTIC VISION MARKET, BY IMAGING SPECTRUM, 2022–2027 (USD MILLION) 123
7.2.3 LIGHTING 123
7.2.3.1 Lighting guides cameras to function properly and precisely 123
7.2.4 OPTICS 124
7.2.4.1 Optical lens defines field of view for vision cameras 124
7.2.5 PROCESSORS AND CONTROLLERS 124
7.2.5.1 Processors perform arithmetic operations on external data sources 124
7.2.5.2 FPGA 125
7.2.5.2.1 Utilization of FPGA in various industries 125
7.2.5.3 DSP 125
7.2.5.3.1 DSPs help fetch multiple data and instructions simultaneously 125
7.2.5.4 Microcontroller and microprocessor 125
7.2.5.4.1 Microcontrollers and microprocessors are specifically designed for real-time applications 125
7.2.5.5 VPU 125
7.2.5.5.1 VPUs fulfill need for faster processing in vision-related applications 125
7.2.6 FRAME GRABBERS 126
7.2.6.1 Frame grabbers process, store, and visualize multiple images simultaneously 126
7.2.7 OTHERS 126
7.3 SOFTWARE 126
7.3.1 SOFTWARE MINIMIZES HUMAN INTERVENTION AND PROVIDES A REAL-TIME SOLUTION 126
TABLE 42 SOFTWARE: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 127
TABLE 43 SOFTWARE: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 127
TABLE 44 SOFTWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 127
TABLE 45 SOFTWARE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 127
7.3.2 TRADITIONAL SOFTWARE 128
7.3.2.1 Traditional software provide framework to develop robotic vision applications 128
7.3.3 DEEP LEARNING SOFTWARE 128
7.3.3.1 Deep learning frameworks offer more flexibility for program developers 128
8 ROBOTIC VISION MARKET, BY DEPLOYMENT 129
8.1 INTRODUCTION 130
FIGURE 40 ROBOTIC VISION MARKET, BY DEPLOYMENT 130
FIGURE 41 ROBOTIC GUIDANCE SYSTEMS TO HOLD HIGHEST SHARE OF MARKET IN 2022 130
TABLE 46 ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 131
TABLE 47 ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 131
8.1.1 ROBOTIC GUIDANCE SYSTEMS 131
8.1.1.1 Industrial robots can manipulate and assemble objects of virtually any size and shape with this system 131
TABLE 48 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 132
TABLE 49 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 132
TABLE 50 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 132
TABLE 51 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133
TABLE 52 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 133
TABLE 53 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 134
TABLE 54 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 134
TABLE 55 ROBOTIC GUIDANCE SYSTEMS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 135
8.1.2 ROBOTIC CELLS 136
8.1.2.1 Robotic cells to hold largest CAGR during forecast period 136
TABLE 56 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 136
TABLE 57 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 136
TABLE 58 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 137
TABLE 59 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 137
TABLE 60 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 137
TABLE 61 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 138
TABLE 62 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 138
TABLE 63 ROBOTIC CELLS: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 139
9 ROBOTIC VISION MARKET, BY APPLICATION 140
9.1 INTRODUCTION 141
FIGURE 42 ROBOTIC VISION MARKET, BY APPLICATION 141
FIGURE 43 MATERIAL HANDLING APPLICATIONS TO ACCOUNT FOR LARGEST SHARE OF MARKET DURING FORECAST PERIOD 142
TABLE 64 ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 142
TABLE 65 ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 143
9.2 WELDING AND SOLDERING 143
9.2.1 ROBOTIC VISION ASSISTED WELDING ENSURES CONSISTENCY OF WELDING TASKS 143
TABLE 66 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 144
TABLE 67 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 144
TABLE 68 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 145
TABLE 69 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 145
TABLE 70 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 145
TABLE 71 WELDING AND SOLDERING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 145

9.3 MATERIAL HANDLING 146
9.3.1 ROBOTIC VISION SYSTEMS HELP REDUCE HUMAN FATIGUE IN MATERIAL HANDLING PROCESSES 146
TABLE 72 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 147
TABLE 73 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 147
TABLE 74 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 148
TABLE 75 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 148
TABLE 76 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 148
TABLE 77 MATERIAL HANDLING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 148
9.4 PACKAGING AND PALLETIZING 149
9.4.1 FOOD & BEVERAGES INDUSTRY TO DRIVE GROWTH OF PACKAGING APPLICATIONS IN VISION ROBOTICS 149
TABLE 78 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 150
TABLE 79 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 150
TABLE 80 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 151
TABLE 81 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 151
TABLE 82 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 151
TABLE 83 PACKAGING AND PALLETIZING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 151
9.5 PAINTING 152
9.5.1 ROBOTIC VISION SYSTEMS IN PAINTING AND COATING APPLICATIONS PROVE TO BE COST-EFFECTIVE 152
TABLE 84 PAINTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 153
TABLE 85 PAINTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 153
TABLE 86 PAINTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 153
TABLE 87 PAINTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 154
TABLE 88 PAINTING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 154
TABLE 89 PAINTING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 154

9.6 ASSEMBLING AND DISASSEMBLING 155
9.6.1 VISION GUIDED ROBOTS ENHANCE PRODUCTIVITY AND INCREASE UPTIME OF ASSEMBLING PROCESSES 155
TABLE 90 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 155
TABLE 91 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 156
TABLE 92 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 156
TABLE 93 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 156
TABLE 94 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 157
TABLE 95 ASSEMBLING AND DISASSEMBLING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 157
9.7 CUTTING, PRESSING, GRINDING, AND DEBURRING 157
9.7.1 ROBOTIC VISION SYSTEMS ELIMINATE RISKS IN CUTTING, PRESSING, GRINDING, AND DEBURRING PROCESSES 157
TABLE 96 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 158
TABLE 97 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 158
TABLE 98 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 159
TABLE 99 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 159
TABLE 100 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 159
TABLE 101 CUTTING, PRESSING, GRINDING, AND DEBURRING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 159
9.8 MEASUREMENT, INSPECTION, AND TESTING 160
9.8.1 ROBOTICS VISION STREAMLINES PROCESSES IN INDUSTRIES WITH PRECISE MEASUREMENT, INSPECTION, AND TESTING 160
TABLE 102 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 160
TABLE 103 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 161
TABLE 104 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 161
TABLE 105 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 161
TABLE 106 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 162
TABLE 107 MEASUREMENT, INSPECTION, AND TESTING: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 162

10 ROBOTIC VISION MARKET, BY INDUSTRY 163
10.1 INTRODUCTION 164
FIGURE 44 ROBOTIC VISION MARKET, BY INDUSTRY 164
FIGURE 45 ROBOTIC VISION MARKET IN FOOD & BEVERAGES INDUSTRY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 165
TABLE 108 ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 165
TABLE 109 ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 166
10.2 AUTOMOTIVE 166
10.2.1 AUTOMATED MANUFACTURING PROCESSES IN AUTOMOTIVE INDUSTRY TO DRIVE GROWTH OF ROBOTIC VISION MARKET 166
TABLE 110 AUTOMOTIVE: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 167
TABLE 111 AUTOMOTIVE: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 167
TABLE 112 AUTOMOTIVE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 168
TABLE 113 AUTOMOTIVE: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 168
TABLE 114 AUTOMOTIVE: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 168
TABLE 115 AUTOMOTIVE: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 168
TABLE 116 AUTOMOTIVE: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 169
TABLE 117 AUTOMOTIVE: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 169
10.3 ELECTRICAL & ELECTRONICS 170
10.3.1 ROBOTIC VISION SYSTEMS FACILITATE MICRO-LEVEL INSPECTION AT HIGH SPEED WITH PRECISION AND ACCURACY 170
TABLE 118 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 170
TABLE 119 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 171
TABLE 120 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 171
TABLE 121 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 171
TABLE 122 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 172
TABLE 123 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 172
TABLE 124 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 172
TABLE 125 ELECTRICAL & ELECTRONICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 173

10.4 CHEMICALS, RUBBER, & PLASTICS 173
10.4.1 UTILIZATION OF VISION SYSTEMS FOR HIGH ACCURACY INSPECTION AND MATERIAL HANDLING 173
TABLE 126 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 174
TABLE 127 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 174
TABLE 128 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 174
TABLE 129 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 175
TABLE 130 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 175
TABLE 131 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 175
TABLE 132 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 175
TABLE 133 CHEMICALS, RUBBER, & PLASTICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 176
10.5 METALS & MACHINERY 176
10.5.1 ROBOTIC VISION SYSTEMS ENSURE SAFETY IN METAL PROCESSING INDUSTRY 176
TABLE 134 METALS & MACHINERY: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 177
TABLE 135 METALS & MACHINERY: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 177
TABLE 136 METALS & MACHINERY: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 178
TABLE 137 METALS & MACHINERY: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 178
TABLE 138 METALS & MACHINERY: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 178
TABLE 139 METALS & MACHINERY: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 178
TABLE 140 METALS & MACHINERY: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 179
TABLE 141 METALS & MACHINERY: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 179
10.6 FOOD & BEVERAGES 180
10.6.1 INCREASING FOOD STANDARDS TO PROPEL GROWTH OF ROBOTICS VISION 180
TABLE 142 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 180
TABLE 143 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 181
TABLE 144 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 181
TABLE 145 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 181
TABLE 146 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 182
TABLE 147 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 182
TABLE 148 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 182
TABLE 149 FOOD & BEVERAGES: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 182
10.7 PRECISION ENGINEERING & OPTICS 183
10.7.1 GROWING REQUIREMENT FOR SUPPLY OF PRECISION ENGINEERED COMPONENTS TO MAJOR INDUSTRIES 183
TABLE 150 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 184
TABLE 151 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 184
TABLE 152 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 184
TABLE 153 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 185
TABLE 154 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 185
TABLE 155 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027(USD MILLION) 185
TABLE 156 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 185
TABLE 157 PRECISION ENGINEERING & OPTICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 186
10.8 PHARMACEUTICALS & COSMETICS 186
10.8.1 CRUCIAL INSPECTION TASKS IN PHARMACEUTICAL PLANTS TO BOOST DEMAND FOR ROBOTICS VISION 186
TABLE 158 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 187
TABLE 159 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 187
TABLE 160 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 188
TABLE 161 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 188
TABLE 162 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 188
TABLE 163 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 188
TABLE 164 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 189
TABLE 165 PHARMACEUTICALS & COSMETICS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 189

10.9 OTHERS 190
TABLE 166 OTHERS: ROBOTIC VISION MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 190
TABLE 167 OTHERS: ROBOTIC VISION MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 190
TABLE 168 OTHERS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 191
TABLE 169 OTHERS: ROBOTIC VISION MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 191
TABLE 170 OTHERS: ROBOTIC VISION MARKET, BY TYPE, 2018–2021 (USD MILLION) 191
TABLE 171 OTHERS: ROBOTIC VISION MARKET, BY TYPE, 2022–2027 (USD MILLION) 191
TABLE 172 OTHERS: ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 192
TABLE 173 OTHERS: ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 192
11 ROBOTIC VISION MARKET, BY DETECTION ALGORITHM 193
11.1 INTRODUCTION 193
FIGURE 46 ROBOTIC VISION MARKET, BY DETECTION ALGORITHM 193
11.2 CONTOUR-BASED 194
11.3 CORRELATION-BASED 194
11.4 FEATURE EXTRACTION 195
11.5 CLOUD OF POINTS 195
12 GEOGRAPHIC ANALYSIS 196
12.1 INTRODUCTION 197
FIGURE 47 ROBOTIC VISION MARKET, BY GEOGRAPHY 197
FIGURE 48 ROBOTIC VISION MARKET IN INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 198
TABLE 174 ROBOTIC VISION MARKET, BY REGION, 2018–2021 (USD MILLION) 198
TABLE 175 ROBOTIC VISION MARKET, BY REGION, 2022–2027 (USD MILLION) 199
12.2 NORTH AMERICA 199
FIGURE 49 NORTH AMERICA: ROBOTIC VISION MARKET SNAPSHOT 200
FIGURE 50 US TO DOMINATE MARKET IN NORTH AMERICA THROUGHOUT FORECAST PERIOD 201
TABLE 176 NORTH AMERICA: ROBOTIC VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 201
TABLE 177 NORTH AMERICA: ROBOTIC VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 201
TABLE 178 NORTH AMERICA: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 202
TABLE 179 NORTH AMERICA: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 202
12.2.1 US 203
12.2.1.1 US to hold largest share of robotic vision market in North America in 2021 203

12.2.2 CANADA 203
12.2.2.1 Increase in government funding is estimated to drive growth of robotic vision market 203
12.2.3 MEXICO 204
12.2.3.1 Mexico is growing into major manufacturing hub in North America 204
12.3 EUROPE 204
FIGURE 51 EUROPE: ROBOTIC VISION MARKET SNAPSHOT 205
FIGURE 52 GERMANY TO DOMINATE MARKET IN EUROPE THROUGHOUT FORECAST PERIOD 206
TABLE 180 EUROPE: ROBOTIC VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 206
TABLE 181 EUROPE: ROBOTIC VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 206
TABLE 182 EUROPE: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 207
TABLE 183 EUROPE: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 207
12.3.1 GERMANY 208
12.3.1.1 Increase in use of robotic vision in several manufacturing sectors in Germany 208
12.3.2 UK 208
12.3.2.1 Rising adoption of robotic vision in automotive industry 208
12.3.3 FRANCE 208
12.3.3.1 Industrial modernization to provide opportunities for deployment of vision systems 208
12.3.4 ITALY 209
12.3.4.1 Italy is expected to register second-largest CAGR in robotic vision market in Europe 209
12.3.5 SPAIN 209
12.3.5.1 Increasing focus of manufacturers on automation necessitates use of robotic vision 209
12.3.6 REST OF EUROPE (ROE) 210
12.4 ASIA PACIFIC 210
FIGURE 53 ASIA PACIFIC: ROBOTIC VISION MARKET SNAPSHOT 211
FIGURE 54 CHINA TO DOMINATE MARKET IN ASIA PACIFIC THROUGHOUT FORECAST PERIOD 212
TABLE 184 ASIA PACIFIC: ROBOTIC VISION MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 212
TABLE 185 ASIA PACIFIC: ROBOTIC VISION MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 212
TABLE 186 ASIA PACIFIC: ROBOTIC VISION MARKET, BY INDUSTRY, 2018–2021 (USD MILLION) 213
TABLE 187 ASIA PACIFIC: ROBOTIC VISION MARKET, BY INDUSTRY, 2022–2027 (USD MILLION) 213
12.4.1 CHINA 214
12.4.1.1 China is largest market for industrial robots 214

12.4.2 JAPAN 214
12.4.2.1 Manufacturers in Japan have been early adopters of vision systems 214
12.4.3 SOUTH KOREA 215
12.4.3.1 Rising demand for quality control from various industries is driving demand for vision systems 215
12.4.4 TAIWAN 215
12.4.4.1 Taiwan has world’s largest contract manufacturing hub for electronics 215
12.4.5 INDIA 216
12.4.5.1 Government initiatives to drive market for vision systems 216
12.4.6 REST OF ASIA PACIFIC 216

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Table of Contents

Summary

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.

“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

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ご注文は、お電話またはWEBから承ります。お見積もりの作成もお気軽にご相談ください。

本レポートと同分野（ディープラーニング）の最新刊レポート

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