基于(关键地区、市场参与者、规模和份额)的图像分析软件市场 - 到 2031 年的预测

  • Report Code : TIPRE00003045
  • Category : Technology, Media and Telecommunications
  • Status : Published
  • No. of Pages : 172
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[研究报告]图像分析软件市场预计将从2021年的397093万美元增长到2028年的767216万美元;预计 2021 年至 2028 年复合年增长率为 9.9%。

图像分析软件市场,通常称为图像分析市场,有助于提取有价值的数据使用数字图像处理技术从图片(主要是数字图像)中获取数据。图像分析任务的范围可以从简单的扫描条形码标签到复杂的人脸识别。计算机需要处理大量数据、需要复杂计算的工作以及定量数据的提取。当计算机或电气设备分析图片以提取可用信息时,称为数字图像分析或计算机图像分析。它将模式识别、数字几何和信号处理融入计算机或机器视觉和医学成像领域。

由人工智能 (AI) 和机器学习 (ML) 提供支持的图像分析软件应用程序重新定义了汽车行业。现在它被应用于汽车制造业的设计、供应链、生产和后期制作。此外,人工智能和机器学习正被用于“驾驶辅助”和“驾驶员风险评估”系统,从而彻底改变交通运输行业。人工智能还正在改变各种售后服务,例如预测性维护和保险。在汽车行业,机器学习促进了新智能产品的开发和工作方法的改进。

查找形状、识别边缘、减少噪音、计算对象以及生成纹理分析统计数据或图片质量都是图像分析任务的示例。它是二维(2D)或三维(3D)数字图片的定量或定性表征,其中计算机视觉分析2D图片,而医学成像分析3D图像。图像分析软件广泛应用于显微镜图像分析和科学图像研究。图像分析软件市场的增长主要是由医疗保健和生命科学行业广泛采用该软件所推动的。

战略见解

 

COVID-19 大流行对图像分析软件市场的影响

COVID-19 大流行使图像分析软件市场受益。由于 COVID-19 大流行和远程工作环境的发展,企业面临新的挑战。 COVID-19的爆发凸显了各行业公司采用数字技术并利用图像分析软件市场解决方案和服务的潜力来优化运营和成本的必要性,这将进一步提高IT工具的投资回报率。此外,2020年疫情的到来给全球图像分析软件市场运营带来了一系列挑战。由于 COVID-19 病例不断增加,发达经济体的医疗基础设施崩溃了。因此,公共医疗紧急情况需要政府和市场参与者进行干预,并通过合作研究和开发举措来协助恢复图像分析软件市场运营和收入,以弥补预测期内的损失。此外,投资的增加预示着未来几年图像分析软件市场的好兆头。

图像分析软件市场的利润丰厚的区域


 

图像分析软件市场洞察
对支持图像分析的安全应用程序和产品的需求不断增长

公司已经开始看到潜力用于从非结构化数据中获取资源。他们可以使用照片或视频在零售、娱乐、保险索赔和其他行业创造独特且引人入胜的消费者体验。图像分析用于支持越来越多的企业用例。深度学习和图像分析的这些实际应用源于机器学习算法的进步、数据集的可用性以及允许实时处理的平台的强大技术的存在。美国的许多机场正在升级其设备,以启用手指或虹膜扫描等生物识别技术作为替代安检技术。公司预计通过部署图像分析技术将乘客从到达处通过安检转移到登机口,将显着提高运力。

图像分析软件市场 - 部署类型细分洞察

根据部署,图像分析软件市场分为本地和云。本地软件在用户或组织场所的计算机上安装和运行,而不是在远程设施(例如服务器场或云)上安装和运行。由于本地软件提供了更好的灵活性、稳定性和安全性,一些市场参与者现在正在销售本地软件。例如,On-Premises Imagga 的视觉 AI 解决方案可在公司的私有本地服务器上全面部署。对数据敏感的组织可以使用 Imagga 屡获殊荣的视觉 AI 技术来执行自动标记、自动分类、颜色提取、自定义训练和面部识别,同时完全遵守隐私法律和法规。

< br>图像分析软件市场,按部署类型(% 份额)


图像分析软件市场 - 图像维度细分洞察

根据图像维度,图像分析软件市场分为2D、3D和4D。 2D 图像是使用 x 轴和 y 轴创建的。传统上,2D 图像已被用作动画和视频的来源。这是一项历史悠久的古老技术,但它仍然是经典是有原因的。这些图像简单、视觉上有吸引力且易于消费,不会对顾客造成太大的压倒性或干扰。 2D 图像在动画和视频游戏中很常见,因为它们在屏幕上提供了逼真且平面的运动视角。因此,业内多家企业现在提供分析 2D 照片的软件。例如,Media Cybernetics, Inc. 的 Image-Pro Plus 2D 图像分析软件可帮助您轻松收集照片、计数、测量和分类项目,并使工作自动化。该软件包包含显微镜控制、图像捕获、测量、计数/尺寸和宏开发功能。

图像分析软件市场 - 行业垂直细分市场< /h3>

根据行业垂直方向,图像分析软件市场分为医疗保健和生命科学、制造、学术界、矿物、金属和石油等。在医疗行业,图像分析软件可用于神经病学、心脏病学、骨科、牙科和肿瘤学等各个领域。该软件可以读取 X 射线、MRI、CT 扫描、PET 扫描和超声波创建的图像。因此,流程可以自动化并加速,以避免手动工作并节省时间。该软件可以学习识别这些照片中的特定特征,从而使诊断过程快速而准确。医学图像处理软件具有很多功能。基于人工智能的解决方案可以检测异常情况和潜在危险的异常情况,并显示患者是否患有癌症或良性肿瘤。除了常规 2D 图像(显示随时间变化的图像)之外,该软件还可以读取 3D 和所谓的 4D 照片。

图像分析软件市场

图像分析软件市场参与者专注于通过集成先进技术和功能来进行竞争的新产品创新和开发。 2021 年 10 月,Clemex Vision 包含针对马氏体、铁素体和奥氏体晶粒的独特指令以及机器学习功能。这些新的自动方法已添加到现有软件的工具箱中,以提供一种快速、准确的视觉识别困难微结构的技术。

基于部署类型,图像分析软件市场分为本地和云。根据图像维度,图像分析软件市场分为2D、3D和4D。按行业垂直划分,图像分析软件市场分为医疗保健和生命科学、制造、学术界、矿物、金属和石油等。按地区划分,全球图像分析软件市场分为北美、欧洲、亚太地区、中东和非洲。非洲和南美洲。

图像分析软件市场 –公司简介

  • ADCIS SA
  • Bio-Rad Laboratories, Inc.           ;      
  • 牛津仪器         
  •               
  • Media Cybernetics, Inc.     
  • MIPAR Software LLC
  • 奥林巴斯公司
  • 奥林巴斯公司        
  • Pax-it          ;
  • PerkinElmer, Inc.
  • TissueGnostics GmbH
  • 徕卡显微系统有限公司
  • MVTec Software GmbH
  • 卡尔·蔡司AG
  • Scale AI, Inc.
  • Labelbox, Inc
  • V7 Ltd
Report Coverage
Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
Segment Covered

This text is related
to segments covered.

Regional Scope
Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
Country Scope

This text is related
to country scope.

Frequently Asked Questions


What are the driving factors responsible for the growth of image analysis software market?

Growing demand for image analysis-enabled security applications and products
Increasing demand for image analysis in the automotive industry

What are the market opportunities for image analysis software market?

AI is becoming the next frontier in digital transformation, and when integrated into processes, it can deliver value and impact across all facets of a company. AWS, Microsoft, and Google are all aggressively investing in improving their image analysis software solutions to improve in-store and online retail performance. Due to the emergence of COVID-19, demand for cloud-based services has increased even more. Intelligence Retail, a supplier of computer vision and AI for merchandising solutions, uses IBM's cloud and analysis solution, which includes cutting-edge Graphics Processing Units (GPUs), to help businesses increase sales, lower audit costs, improve performance, and increase customer loyalty. For example, Trax and Google Cloud teamed in 2019 to use Google's cloud and edge computing technologies, as well as Trax's image recognition and machine learning capabilities, to successfully manage in-store inventory and every SKU on the shelf with actionable real-time insights. These strategies would promote the future growth of the image analysis market in the forecasted period.

Which deployment type-based segment has the largest market share in 2020?

The Image analysis software market is segmented into on-premises and cloud based on the deployment type. The global image analysis software market is dominated by on-premise segment in 2020, which accounted for more than ~ 60%.

What is the future trend for image analysis software market?

Visual AI allows new and experienced users to effortlessly construct and deploy more accurate and explicable machine learning models with photos through community hardware. Computer vision will enable users to manipulate pictures as they would any other type of data. Enterprise AI systems automate the preparation, selection, and training of a wide range of cutting-edge deep learning models so that the optimal deployment model may be recommended. As social separation becomes the new normal, it's more important than ever to watch and monitor people's gatherings and movements. Standard Operating Procedures (SOPs) must be implemented and tracked in real-time by businesses. Employees can maintain safe, specified distances from one another throughout shifts while following conventional practices thanks to computer algorithms that evaluate data from on-site video cameras. Retailers may utilize AI and machine learning tools to keep track of the distances between their warehouse employees. When a divergence from typical behavior is detected, these tools issue real-time alerts., which in turn is likely to gain momentum for the image analysis software market over the forecasted period.

Who are the major vendors in the image analysis software market?

Key companies in the image analysis software market include ADCIS SA; Bio-Rad Laboratories, Inc.; Oxford Instruments; Clemex Technologies, Inc.; Media Cybernetics, Inc.; MIPAR Software LLC; Olympus Corporation; Pax-it; PerkinElmer, Inc.; TissueGnostics GmbH; Leica Microsystems GmbH; MVTec Software GmbH; Carl Zeiss AG; Scale AI, Inc.; Labelbox, Inc; and V7 Ltd.

Which region has the largest market share in the image analysis software market?

North America held the largest market share in year 2020, along with the notable revenue generation opportunities in Europe and APAC.

The List of Companies - Image Analysis Software Market

  1. ADCIS SA
  2. Bio-Rad Laboratories, Inc.                 
  3. Oxford Instruments          
  4. Clemex Technologies, Inc.                  
  5. Media Cybernetics, Inc.     
  6. MIPAR Software LLC
  7. Olympus Corporation               
  8. Pax-it           
  9. PerkinElmer, Inc.
  10. TissueGnostics GmbH
  11. Leica Microsystems GmbH
  12. MVTec Software GmbH
  13. Carl Zeiss AG
  14. Scale AI, Inc.
  15. Labelbox, Inc
  16. V7 Ltd

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

  1. Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.

  1. Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

  • Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
  • Validates and strengthens in-house secondary research findings
  • Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

  • Industry participants: VPs, business development managers, market intelligence managers and national sales managers
  • Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

  1. Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

  • Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

  • Country Level Data:

Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.

  • Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

  • Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

  1. Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.

We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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