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市場調查報告書
商品編碼
1258832

到 2028 年的 3D 機器視覺市場預測——按產品、產品、應用程序、最終用戶和地區進行的全球分析

3D Machine Vision Market Forecasts to 2028 - Global Analysis By Offering, Product, Application, End User and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 175+ Pages | 商品交期: 2-3個工作天內

價格

根據Stratistics MRC,2022年全球3D機器視覺市場規模將達到17.9億美元,預計到2028年將達到30.7億美元,預計2020年將以9.4%的複合年增長率增長2020.

機器視覺 (MV) 是一種用於提供基於圖像的自動化檢查和分析的技術。 3D 機器視覺系統能夠確定物體的位置和方向。 這些系統通常包括多個攝像機和多個激光位移傳感器。 您可以提高生產力並提高效率。 最終,3D 技術取決於多種因素,例如所需的精度水平、測量速度、物體是靜止還是運動、反射率和紋理。 可以記錄更準確的信息,例如物體的大小、形狀和位置。

據工業貿易集團和推進自動化協會 (A3) 稱,已有 1,100 多家組織成為機器人、自動化、人工智能和 3D 打印的網絡中心。

市場動態:

驅動程序

質檢需求上升

3D 機器視覺可實現自動化。 該技術改進了檢查工作流程。 這項技術改進了檢查工作流程。 此外,可以使用機器視覺加快質量控制檢查。 您可以平行檢查每個角度並立即發現錯誤。 每個測量值都與預設基准進行比較。 這些因素正在推動市場的增長。

約束:

終端用戶需求多樣化

隨著行業逐漸從產品統一轉向產品定制,預計 3D 機器視覺將變得越來越重要。 然而,3D機器視覺應用於各行各業,規格因客戶需求而異,難以建立標準的機器視覺系統,阻礙了市場拓展。

機會

越來越多地採用自動化

自動掃描過程的 3D 機器視覺讓您可以更快地檢查物體。 這提高了周轉速度,從而通過提高質量檢查和測量過程的效率來優化生產工作流程。 增加研發支出。 3D 在製造過程中的使用提高了設備的口徑、可靠性和產量。 這些方面正在推動市場的增長。

威脅

培訓不足

員工在使用 3D 機器視覺時應接受必要的培訓。 無效的培訓會降低生產率並助長不安全的工作環境。 它還可能導致工人之間的溝通不暢。 結果是生產率降低,員工士氣低於平均水平。 甚至降低了性能預期。 這一因素可能會阻礙市場的順利擴張。

COVID-19 的影響:

大多數行業在大流行早期突然停工影響了 3D 視覺設備的銷售。 國家封鎖最初減少了對 3D 機器視覺的需求。 由於現金流大幅縮水,公司推遲了與生產工廠中 3D 機器視覺實施和安裝相關的新項目。 但隨著未來幾個月限制和停工的放鬆,公司開始轉向 3D 機器視覺等自動化技術來降低製造成本。

基於 PC 的細分市場預計將成為預測期內最大的細分市場

由於在 3D 成像中越來越多地採用相機,基於 PC 的細分市場預計將實現有利可圖的增長。 3D 運動捕捉系統需要多個攝像頭。 這些攝像頭也可以放置在裝配線上方,以根據您的需要查看和評估產品並收集數據。 人與人之間的互動保持在最低限度,同時提高了標籤和吊牌檢查的準確性。 智能相機的這些特性正在影響該技術的使用方式,推動整個市場的增長。

預計汽車行業在預測期內的複合年增長率最高

由於其檢查目的,預計汽車領域在預測期內將以最快的複合年增長率增長。 在汽車領域,3D機器視覺用於最終檢測、裝配驗證、防錯、存在/不存在檢查等。 此外,它們還用於機器人引導、測試自動化、尺寸測量等,都屬於汽車測量、測量和引導應用。

市場份額最高的地區:

由於存在許多製造業,預計歐洲在預測期內將佔據最大的市場份額。 此外,隨著機器視覺技術及相關技術的進步,研發費用的增加,許多公司已經開始了銷售合作夥伴關係和併購等戰略舉措。 預計所有這些因素都將推動該地區的市場擴張。

複合年增長率最高的地區:

由於技術進步,預計亞太地區在預測期內的複合年增長率最高。 該地區正在成為全球製造中心,從汽車、包裝、製藥和其他工業應用中獲得豐厚的機會。 此外,印度、中國和日本等重要國家提供了廣泛的機器視覺技術。 印度 3D 機器視覺市場是亞太地區增長最快的市場,推動了該地區的市場增長。

市場主要參與者

3D 機器視覺市場的主要參與者包括:Basler AG、Cognex Corporation、Keyence Corporation、Isra Vision AG、LMI Technologies、Stemmer Imaging、Mvtec Software. GmbH、Sick AG、Tordivel AS、 National Instruments Corporation、Sony Corporation、Hermary Opto Electronics Inc、Coherent Inc、Canon Inc、Robotic Vision Technologies Inc 和 OMRON Corporation。

主要發展:

2023 年 4 月,康耐視公司發布了 In-Sight(R) 3800 視覺系統。 In-Sight 3800 專為高速生產線而設計,提供廣泛的視覺工具集、強大的圖像處理能力和靈活的軟件,為廣泛的檢測應用提供完全集成的解決方案。

2023年1月,歐姆龍將發布用於機械臂的FH-SMD系列3D視覺傳感器。 通過為機器人配備 FH-SMD 傳感器,可以對隨機放置的(散裝)零件進行三維識別,從而實現傳統機器人難以實現的節省空間的組裝、檢查和拾取和放置,並提高生產率。

2020 年 10 月,索尼公司發布了一款基於索尼“眼睛檢測光場顯示 (ELFD)”技術的突破性新產品“空間現實顯示 (SR Display)”。 SR Display 使汽車和工業設計、計算機圖形 (CG) 和視覺效果 (VFX) 設計師以及電影創作者等各行各業的創作者能夠在令人驚嘆的 3D 顯示器上將他們的想法變為現實。

這份報告提供了什麼

  • 按地區和國家/地區劃分的市場份額評估
  • 向新進入者提出戰略建議
  • 2020、2021、2022、2025 和 2028 年的綜合市場數據
  • 市場驅動因素(市場趨勢、制約因素、機遇、威脅、挑戰、投資機會、建議等)
  • 根據市場預測在關鍵業務領域提出戰略建議
  • 競爭格局和趨勢
  • 公司簡介,包括詳細的戰略、財務狀況和近期發展
  • 供應鏈趨勢反映了最新的技術進步。

提供免費定制

購買此報告的客戶將免費獲得以下定制之一。

  • 公司簡介
    • 其他市場參與者的綜合概況(最多 3 家公司)
    • 主要參與者的 SWOT 分析(最多 3 人)
  • 區域細分
    • 應客戶要求提供主要國家/地區的市場估算、預測和復合年增長率(注意:基於可行性檢查。)
  • 競爭基準
    • 根據產品組合、地域分佈和戰略聯盟對主要參與者進行基準測試

內容

第 1 章執行摘要

第二章前言

  • 概覽
  • 利益相關者
  • 調查範圍
  • 調查方法
    • 數據挖掘
    • 數據分析
    • 數據驗證
    • 研究方法
  • 調查來源
    • 主要研究信息來源
    • 二手研究資源
    • 假設

第三章市場趨勢分析

  • 司機
  • 約束因素
  • 機會
  • 威脅
  • 產品分析
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • COVID-19 的影響

第 4 章波特五力分析

  • 供應商的議價能力
  • 買家的議價能力
  • 替代品的威脅
  • 新進入者的威脅
  • 競爭公司之間的敵對關係

第 5 章全球 3D 機器視覺市場:按產品分類

  • 相機
  • 處理器
  • 圖像採集卡
  • 光學
  • LED 照明
  • 具體應用
  • 深度學習軟件

第 6 章全球 3D 機器視覺市場:按產品分類

  • 基於 PC
  • 智能相機底座

第 7 章全球 3D 機器視覺市場:按應用

  • 質量保證和檢驗
  • 測量
  • 定位和指導
  • 身份

第 8 章。全球 3D 機器視覺市場:最終用戶

  • 醫藥
  • 汽車
  • 化學品
  • 紙漿
  • 印刷和標籤
  • 食物和飲料
  • 玻璃和金屬
  • 郵政和物流
  • 農業
  • 安全和監控
  • 太陽能電池板
  • 塑料
  • 機器
  • 其他最終用戶

第 9 章全球 3D 機器視覺市場:按地區

  • 北美
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 意大利
    • 法國
    • 西班牙
    • 其他歐洲
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳大利亞
    • 新西蘭
    • 韓國
    • 其他亞太地區
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美洲
  • 中東和非洲
    • 沙特阿拉伯
    • 阿拉伯聯合酋長國
    • 卡塔爾
    • 南非
    • 其他中東和非洲地區

第10章主要發展

  • 合同、夥伴關係、協作和合資企業
  • 收購與合併
  • 新產品發布
  • 業務擴展
  • 其他關鍵策略

第11章公司簡介

  • Basler AG
  • Cognex Corporation
  • Keyence Corporation
  • Isra Vision AG
  • LMI Technologies
  • Stemmer Imaging
  • Mvtec Software GmbH
  • Sick AG
  • Tordivel AS
  • National Instruments Corporation
  • Sony Corporation
  • Hermary Opto Electronics Inc
  • Coherent Inc
  • Canon Inc
  • Robotic Vision Technologies Inc
  • OMRON Corporation
Product Code: SMRC22718

According to Stratistics MRC, the Global 3D Machine Vision Market is accounted for $1.79 billion in 2022 and is expected to reach $3.07 billion by 2028 growing at a CAGR of 9.4% during the forecast period. Machine vision (MV) is the technology used to provide imaging-based automatic inspection and analysis. 3D machine vision systems have the ability to determine an object's location and orientation. These systems frequently include a few of cameras or a few laser displacement sensors. It boosts productivity and improves efficiency. In the end, 3D technologies will depend on elements like the desired level of precision, measurement speed, whether your item is stationary or moving, reflectivity, and texture. They are able to record more precise information about an object, such as its size, shape, and location.

According to the Industry Trade Group and Association for Advancing Automation (A3), more than 1100 organizations are formed to serve as a networking hub for robotics, automation, AI and 3D printing.

Market Dynamics:

Driver:

Growing demand for quality inspection

3D machine vision is the key to enabling the automation. This technology improves inspection workflows. Workflows for inspection are improved by this technology. Moreover, quality control inspections may be sped up using machine vision. It examines every angle concurrently, spotting mistakes right away. Each measurement is compared to a predetermined benchmark. These elements are fuelling the market growth.

Restraint:

Varying end-user requirements

As the industrial sector gradually shifts from product uniformity to product customisation, the significance of 3D machine vision is projected to grow. Because there are several industries to consider and different specifications depend on the needs of each client, it is challenging to build a standard machine vision system which is therefore hampering the market expansion.

Opportunity:

Increasing adoption of automation

3D Machine Vision in the automating scanning process allows for much faster inspection of objects. This improves the speed of turnaround and hence helps to optimize the production workflow by increasing the efficiency of both the quality inspection and measurement processes. It increases R&D expenditures. The use of 3D in manufacturing procedures raises the caliber, dependability, and output of equipment. These aspects are driving the market growth.

Threat:

Inadequate training

While using the 3D machine vision, employees need to receive the necessary training. Ineffective training reduces productivity and fosters unsafe working conditions. It could lead to miscommunication among workers. That results in subpar productivity and lowers than average employee morale. Even performance expectations are lowered. This factor might prevent the market from expanding smoothly.

COVID-19 Impact:

The sudden suspension of most industries during the early pandemic era had an effect on the sales of 3D vision equipment. Due to national lockdown, the need for 3D machine vision initially decreased. The enterprises delayed new planned projects connected to the deployment and installation of 3D machine vision at their production plants because they were experiencing a severe reduction in cash flows. Yet within a few months, when the limits and lockout were relaxed, businesses started using automation technologies like 3D machine vision to save manufacturing costs.

The PC based segment is expected to be the largest during the forecast period

The PC based segment is estimated to have a lucrative growth, due to the growing adoption of cameras in 3D imaging. Systems for 3D motion capture need several cameras. These cameras are sometimes positioned over the assembly lines to view and evaluate the products and collect data, depending on the needs. The accuracy of examining labels and tags has grown while human interaction has been kept to a minimum. These features of smart cameras are affecting how technology is used, which is boosting the market's overall growth.

The automotive segment is expected to have the highest CAGR during the forecast period

The automotive segment is anticipated to witness the fastest CAGR growth during the forecast period, due to the inspection purposes. The automobile sector makes substantial use of 3D machine vision for final inspection, assembly verification, mistake proofing, and presence-absence checking. Moreover, it is employed for robotic guiding, testing automation, and dimension gauging, all of which fall under the category of measure, gauge, and guide applications of automotive.

Region with largest share:

Europe is projected to hold the largest market share during the forecast period owing to the numerous manufacturing industries. A significant number of firms are launching strategic efforts including distribution agreements, mergers and acquisitions as a result of rising R&D expenditures to advance machine vision technology and associated advancements. All of these elements are therefore anticipated to fuel regional market expansion.

Region with highest CAGR:

Asia Pacific is projected to have the highest CAGR over the forecast period, owing to its technological advancements. This region is emerging as a global manufacturing hub, it is availing lucrative opportunities from automotive, Packaging, pharmaceutical, and other industrial applications. Moreover, important countries such as India, China and Japan are offering a wide range of technologies in machine vision. The Indian 3D Machine Vision market was the fastest-growing market in the Asia-Pacific region which is fuelling the market growth in this region.

Key players in the market:

Some of the key players profiled in the 3D Machine Vision Market include: Basler AG, Cognex Corporation, Keyence Corporation, Isra Vision AG, LMI Technologies, Stemmer Imaging, Mvtec Software GmbH, Sick AG, Tordivel AS, National Instruments Corporation, Sony Corporation, Hermary Opto Electronics Inc, Coherent Inc, Canon Inc, Robotic Vision Technologies Inc and OMRON Corporation.

Key Developments:

In April 2023, Cognex Corporation has released the In-Sight® 3800 Vision System. Designed for high-speed production lines, In-Sight 3800 offers an extensive vision toolset, powerful imaging capabilities, and flexible software to deliver a fully integrated solution for a wide range of inspection applications.

In January 2023, OMRON releases new FH-SMD series 3d vision sensor for robot arms. The FH-SMD sensors can be mounted on a robot to recognize randomly placed (bulk) parts in three dimensions, enabling space-saving assembly, inspection, and pick & place that are difficult with conventional robots, whilst improving productivity.

In October 2020, Sony Corporation announced the debut of the Spatial Reality Display (SR Display), a groundbreaking new product made with Sony's award-winning Eye-Sensing Light Field Display (ELFD) technology. The SR Display enables creators across a variety of industries, from automotive and industrial design, to Computer Graphics (CG) and Visual Effects (VFX) designers and creators in film to bring ideas to life in stunning 3D displays.

Offerings Covered:

  • Camera
  • Processor
  • Frame Grabber
  • Optics
  • LED Lighting
  • Application Specific
  • Deep Learning Software

Products Covered:

  • PC Based
  • Smart Camera Based

Applications Covered:

  • Quality Assurance & Inspection
  • Measurement
  • Positioning & Guidance
  • Identification

End Users Covered:

  • Pharmaceuticals
  • Automotive
  • Chemicals
  • Pulp & Paper
  • Printing & Labeling
  • Food & Beverage
  • Glass & Metal
  • Postal & Logistics
  • Agriculture
  • Security & Surveillance
  • Solar Paneling
  • Plastics
  • Machinery
  • Other End Users

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Product Analysis
  • 3.7 Application Analysis
  • 3.8 End User Analysis
  • 3.9 Emerging Markets
  • 3.10 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global 3D Machine Vision Market, By Offering

  • 5.1 Introduction
  • 5.2 Camera
  • 5.3 Processor
  • 5.4 Frame Grabber
  • 5.5 Optics
  • 5.6 LED Lighting
  • 5.7 Application Specific
  • 5.8 Deep Learning Software

6 Global 3D Machine Vision Market, By Product

  • 6.1 Introduction
  • 6.2 PC Based
  • 6.3 Smart Camera Based

7 Global 3D Machine Vision Market, By Application

  • 7.1 Introduction
  • 7.2 Quality Assurance & Inspection
  • 7.3 Measurement
  • 7.4 Positioning & Guidance
  • 7.5 Identification

8 Global 3D Machine Vision Market, By End User

  • 8.1 Introduction
  • 8.2 Pharmaceuticals
  • 8.3 Automotive
  • 8.4 Chemicals
  • 8.5 Pulp & Paper
  • 8.6 Printing & Labeling
  • 8.7 Food & Beverage
  • 8.8 Glass & Metal
  • 8.9 Postal & Logistics
  • 8.10 Agriculture
  • 8.11 Security & Surveillance
  • 8.12 Solar Paneling
  • 8.13 Plastics
  • 8.14 Machinery
  • 8.15 Other End Users

9 Global 3D Machine Vision Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Basler AG
  • 11.2 Cognex Corporation
  • 11.3 Keyence Corporation
  • 11.4 Isra Vision AG
  • 11.5 LMI Technologies
  • 11.6 Stemmer Imaging
  • 11.7 Mvtec Software GmbH
  • 11.8 Sick AG
  • 11.9 Tordivel AS
  • 11.10 National Instruments Corporation
  • 11.11 Sony Corporation
  • 11.12 Hermary Opto Electronics Inc
  • 11.13 Coherent Inc
  • 11.14 Canon Inc
  • 11.15 Robotic Vision Technologies Inc
  • 11.16 OMRON Corporation

List of Tables

  • Table 1 Global 3D Machine Vision Market Outlook, By Region (2020-2028) ($MN)
  • Table 2 Global 3D Machine Vision Market Outlook, By Offering (2020-2028) ($MN)
  • Table 3 Global 3D Machine Vision Market Outlook, By Camera (2020-2028) ($MN)
  • Table 4 Global 3D Machine Vision Market Outlook, By Processor (2020-2028) ($MN)
  • Table 5 Global 3D Machine Vision Market Outlook, By Frame Grabber (2020-2028) ($MN)
  • Table 6 Global 3D Machine Vision Market Outlook, By Optics (2020-2028) ($MN)
  • Table 7 Global 3D Machine Vision Market Outlook, By LED Lighting (2020-2028) ($MN)
  • Table 8 Global 3D Machine Vision Market Outlook, By Application Specific (2020-2028) ($MN)
  • Table 9 Global 3D Machine Vision Market Outlook, By Deep Learning Software (2020-2028) ($MN)
  • Table 10 Global 3D Machine Vision Market Outlook, By Product (2020-2028) ($MN)
  • Table 11 Global 3D Machine Vision Market Outlook, By PC Based (2020-2028) ($MN)
  • Table 12 Global 3D Machine Vision Market Outlook, By Smart Camera Based (2020-2028) ($MN)
  • Table 13 Global 3D Machine Vision Market Outlook, By Application (2020-2028) ($MN)
  • Table 14 Global 3D Machine Vision Market Outlook, By Quality Assurance & Inspection (2020-2028) ($MN)
  • Table 15 Global 3D Machine Vision Market Outlook, By Measurement (2020-2028) ($MN)
  • Table 16 Global 3D Machine Vision Market Outlook, By Positioning & Guidance (2020-2028) ($MN)
  • Table 17 Global 3D Machine Vision Market Outlook, By Identification (2020-2028) ($MN)
  • Table 18 Global 3D Machine Vision Market Outlook, By End User (2020-2028) ($MN)
  • Table 19 Global 3D Machine Vision Market Outlook, By Pharmaceuticals (2020-2028) ($MN)
  • Table 20 Global 3D Machine Vision Market Outlook, By Automotive (2020-2028) ($MN)
  • Table 21 Global 3D Machine Vision Market Outlook, By Chemicals (2020-2028) ($MN)
  • Table 22 Global 3D Machine Vision Market Outlook, By Pulp & Paper (2020-2028) ($MN)
  • Table 23 Global 3D Machine Vision Market Outlook, By Printing & Labeling (2020-2028) ($MN)
  • Table 24 Global 3D Machine Vision Market Outlook, By Food & Beverage (2020-2028) ($MN)
  • Table 25 Global 3D Machine Vision Market Outlook, By Glass & Metal (2020-2028) ($MN)
  • Table 26 Global 3D Machine Vision Market Outlook, By Postal & Logistics (2020-2028) ($MN)
  • Table 27 Global 3D Machine Vision Market Outlook, By Agriculture (2020-2028) ($MN)
  • Table 28 Global 3D Machine Vision Market Outlook, By Security & Surveillance (2020-2028) ($MN)
  • Table 29 Global 3D Machine Vision Market Outlook, By Solar Paneling (2020-2028) ($MN)
  • Table 30 Global 3D Machine Vision Market Outlook, By Plastics (2020-2028) ($MN)
  • Table 31 Global 3D Machine Vision Market Outlook, By Machinery (2020-2028) ($MN)
  • Table 32 Global 3D Machine Vision Market Outlook, By Other End Users (2020-2028) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.