市场调查报告书
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到 2028 年的 3D 机器视觉市场预测——按产品、产品、应用程序、最终用户和地区进行的全球分析3D Machine Vision Market Forecasts to 2028 - Global Analysis By Offering, Product, Application, End User and By Geography |
根据Stratistics MRC,2022年全球3D机器视觉市场规模将达到17.9亿美元,预计到2028年将达到30.7亿美元,预计2020年将以9.4%的复合年增长率增长2020.
机器视觉 (MV) 是一种用于提供基于图像的自动化检查和分析的技术。 3D 机器视觉系统能够确定物体的位置和方向。 这些系统通常包括多个摄像机和多个激光位移传感器。 您可以提高生产力并提高效率。 最终,3D 技术取决于多种因素,例如所需的精度水平、测量速度、物体是静止还是运动、反射率和纹理。 可以记录更准确的信息,例如物体的大小、形状和位置。
据工业贸易集团和推进自动化协会 (A3) 称,已有 1,100 多家组织成为机器人、自动化、人工智能和 3D 打印的网络中心。
3D 机器视觉可实现自动化。 该技术改进了检查工作流程。 这项技术改进了检查工作流程。 此外,可以使用机器视觉加快质量控制检查。 您可以平行检查每个角度并立即发现错误。 每个测量值都与预设基准进行比较。 这些因素正在推动市场的增长。
随着行业逐渐从产品统一转向产品定制,预计 3D 机器视觉将变得越来越重要。 然而,3D机器视觉应用于各行各业,规格因客户需求而异,难以建立标准的机器视觉系统,阻碍了市场拓展。
自动扫描过程的 3D 机器视觉让您可以更快地检查物体。 这提高了周转速度,从而通过提高质量检查和测量过程的效率来优化生产工作流程。 增加研发支出。 3D 在製造过程中的使用提高了设备的口径、可靠性和产量。 这些方面正在推动市场的增长。
员工在使用 3D 机器视觉时应接受必要的培训。 无效的培训会降低生产率并助长不安全的工作环境。 它还可能导致工人之间的沟通不畅。 结果是生产率降低,员工士气低于平均水平。 甚至降低了性能预期。 这一因素可能会阻碍市场的顺利扩张。
大多数行业在大流行早期突然停工影响了 3D 视觉设备的销售。 国家封锁最初减少了对 3D 机器视觉的需求。 由于现金流大幅缩水,公司推迟了与生产工厂中 3D 机器视觉实施和安装相关的新项目。 但随着未来几个月限制和停工的放鬆,公司开始转向 3D 机器视觉等自动化技术来降低製造成本。
由于在 3D 成像中越来越多地采用相机,基于 PC 的细分市场预计将实现有利可图的增长。 3D 运动捕捉系统需要多个摄像头。 这些摄像头也可以放置在装配线上方,以根据您的需要查看和评估产品并收集数据。 人与人之间的互动保持在最低限度,同时提高了标籤和吊牌检查的准确性。 智能相机的这些特性正在影响该技术的使用方式,推动整个市场的增长。
由于其检查目的,预计汽车领域在预测期内将以最快的复合年增长率增长。 在汽车领域,3D机器视觉用于最终检测、装配验证、防错、存在/不存在检查等。 此外,它们还用于机器人引导、测试自动化、尺寸测量等,都属于汽车测量、测量和引导应用。
由于存在许多製造业,预计欧洲在预测期内将占据最大的市场份额。 此外,随着机器视觉技术及相关技术的进步,研发费用的增加,许多公司已经开始了销售合作伙伴关係和併购等战略举措。 预计所有这些因素都将推动该地区的市场扩张。
由于技术进步,预计亚太地区在预测期内的复合年增长率最高。 该地区正在成为全球製造中心,从汽车、包装、製药和其他工业应用中获得丰厚的机会。 此外,印度、中国和日本等重要国家提供了广泛的机器视觉技术。 印度 3D 机器视觉市场是亚太地区增长最快的市场,推动了该地区的市场增长。
3D 机器视觉市场的主要参与者包括: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。
2023 年 4 月,康耐视公司发布了 In-Sight(R) 3800 视觉系统。 In-Sight 3800 专为高速生产线而设计,提供广泛的视觉工具集、强大的图像处理能力和灵活的软件,为广泛的检测应用提供完全集成的解决方案。
2023年1月,欧姆龙将发布用于机械臂的FH-SMD系列3D视觉传感器。 通过为机器人配备 FH-SMD 传感器,可以对随机放置的(散装)零件进行三维识别,从而实现传统机器人难以实现的节省空间的组装、检查和拾取和放置,并提高生产率。
2020 年 10 月,索尼公司发布了一款基于索尼“眼睛检测光场显示 (ELFD)”技术的突破性新产品“空间现实显示 (SR Display)”。 SR Display 使汽车和工业设计、计算机图形 (CG) 和视觉效果 (VFX) 设计师以及电影创作者等各行各业的创作者能够在令人惊嘆的 3D 显示器上将他们的想法变为现实。
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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.
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.
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.
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.
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.
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 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 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.
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.
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.
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.
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.
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Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.