Rapporto sull’analisi delle dimensioni del mercato e delle quote del software di analisi delle immagini | Previsioni 2031

  • Report Code : TIPRE00003045
  • Category : Technology, Media and Telecommunications
  • Status : Published
  • No. of Pages : 172
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[Rapporto di ricerca] Si prevede che il mercato dei software per l'analisi delle immagini crescerà da 3.970,93 milioni di dollari nel 2021 a 7.672,16 milioni di dollari entro il 2028; si stima che crescerà a un CAGR del 9,9% dal 2021 al 2028.

Il mercato dei software per l'analisi delle immagini, spesso noto come mercato dell'analisi delle immagini, aiuta nell'estrazione di preziosi dati da immagini, per lo più immagini digitali, utilizzando tecniche di elaborazione delle immagini digitali. Le attività di analisi delle immagini possono variare da semplici come la scansione di etichette con codice a barre a complesse come il riconoscimento facciale di una persona. I computer sono tenuti a elaborare grandi volumi di dati, lavori che richiedono calcoli complicati e l’estrazione di dati quantitativi. Quando un computer o un'apparecchiatura elettrica analizza un'immagine per estrarre informazioni utilizzabili, si parla di analisi delle immagini digitali o analisi delle immagini del computer. Incorpora il riconoscimento di modelli, la geometria digitale e l'elaborazione del segnale nei domini della visione computerizzata o artificiale e dell'imaging medico.

Le applicazioni software di analisi delle immagini basate sull'intelligenza artificiale (AI) e sull'apprendimento automatico (ML) ridefiniscono il industria automobilistica. Ora viene utilizzato nell'industria automobilistica nella progettazione, nella catena di fornitura, nella produzione e nella post-produzione. Inoltre, l'intelligenza artificiale e l'apprendimento automatico vengono utilizzati nei sistemi di "assistenza alla guida" e di "valutazione del rischio del conducente", rivoluzionando il settore dei trasporti. L’intelligenza artificiale sta cambiando anche diversi servizi aftermarket, come la manutenzione predittiva e l’assicurazione. Nel settore automobilistico, l'apprendimento automatico ha portato allo sviluppo di nuovi prodotti intelligenti e al miglioramento dei metodi di lavoro.

Trovare forme, riconoscere bordi, ridurre il rumore, contare oggetti e generare statistiche per l'analisi delle texture o la qualità dell'immagine sono tutti esempi di attività di analisi delle immagini. È la caratterizzazione quantitativa o qualitativa delle immagini digitali in due dimensioni (2D) o tre dimensioni (3D), in cui la visione artificiale analizza le immagini 2D, mentre l'imaging medico analizza le immagini 3D. Il software di analisi delle immagini è ampiamente utilizzato nell'analisi delle immagini dei microscopi e nello studio delle immagini scientifiche. La crescita del mercato dei software per l'analisi delle immagini è guidata principalmente dalla vasta adozione del software nel settore sanitario e delle scienze della vita.

Approfondimenti strategici

 

Impatto della pandemia di COVID-19 sul mercato dei software di analisi delle immagini

La pandemia di COVID-19 ha favorito il mercato dei software di analisi delle immagini. Le aziende si trovano ad affrontare nuove sfide a causa della pandemia di COVID-19 e dello sviluppo di ambienti di lavoro a distanza. L’epidemia di COVID-19 ha evidenziato la necessità per le aziende di vari settori di adottare tecnologie digitali e sfruttare il potenziale delle soluzioni e dei servizi di mercato dei software di analisi delle immagini per ottimizzare operazioni e costi, il che aumenterà ulteriormente il ROI sugli strumenti IT. Inoltre, l’arrivo della pandemia nel 2020 ha comportato una serie di sfide per le operazioni di mercato globali dei software di analisi delle immagini. Le infrastrutture sanitarie nelle economie sviluppate sono al collasso a causa dell’aumento dei casi di COVID-19. Pertanto, l’emergenza sanitaria pubblica richiede che il governo e gli attori del mercato intervengano e assistano nel rilancio delle operazioni e delle entrate del mercato del software di analisi delle immagini attraverso sforzi collaborativi di iniziative di ricerca e sviluppo intraprese per recuperare le perdite durante il periodo di previsione. Inoltre, i maggiori investimenti sono di buon auspicio per il mercato dei software di analisi delle immagini negli anni successivi.

Regioni redditizie per il mercato dei software di analisi delle immagini

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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