[Informe de investigación]Se espera que el mercado de software de análisis de imágenes crezca de 3.970,93 millones de dólares en 2021 a 7.672,16 millones de dólares en 2028; se estima que crecerá a una tasa compuesta anual del 9,9% de 2021 a 2028.
El mercado de software de análisis de imágenes, a menudo conocido como mercado de análisis de imágenes, ayuda a extraer información valiosa. datos de fotografías, en su mayoría imágenes digitales, utilizando técnicas de procesamiento de imágenes digitales. Las tareas de análisis de imágenes pueden variar desde tan simples como escanear etiquetas con códigos de barras hasta tan complejas como el reconocimiento facial de una persona. Se necesitan computadoras para procesar grandes volúmenes de datos, trabajos que requieren computación complicada y la extracción de datos cuantitativos. Cuando una computadora o equipo eléctrico analiza una imagen para extraer información utilizable, se conoce como análisis de imágenes digitales o análisis de imágenes por computadora. Incorpora reconocimiento de patrones, geometría digital y procesamiento de señales en los dominios de la visión por computadora o máquina y las imágenes médicas.
Las aplicaciones de software de análisis de imágenes impulsadas por Inteligencia Artificial (IA) y Aprendizaje Automático (ML) redefinen el industria automotriz. Ahora se utiliza en la industria de fabricación de automóviles en diseño, cadena de suministro, producción y posproducción. Además, la inteligencia artificial y el aprendizaje automático se están utilizando en sistemas de 'asistencia a la conducción' y 'evaluación de riesgos del conductor', revolucionando la industria del transporte. La inteligencia artificial también está cambiando diversos servicios posventa, como el mantenimiento predictivo y los seguros. En el negocio del automóvil, el aprendizaje automático ha dado como resultado el desarrollo de nuevos productos inteligentes y métodos de trabajo mejorados.
Encontrar formas, reconocer bordes, reducir el ruido, contar objetos y generar estadísticas para el análisis de texturas. o la calidad de la imagen son todos ejemplos de tareas de análisis de imágenes. Es la caracterización cuantitativa o cualitativa de imágenes digitales en dos dimensiones (2D) o tres dimensiones (3D), donde la visión por computadora analiza imágenes 2D, mientras que las imágenes médicas analizan imágenes 3D. El software de análisis de imágenes se utiliza ampliamente en el análisis de imágenes de microscopios y en el estudio de imágenes científicas. El crecimiento del mercado de software de análisis de imágenes está impulsado principalmente por la amplia adopción del software en la industria de la salud y las ciencias biológicas.
Información estratégica
Impacto de la pandemia de COVID-19 en el mercado de software de análisis de imágenes
La pandemia de COVID-19 ha beneficiado al mercado de software de análisis de imágenes. Las empresas enfrentan nuevos desafíos debido a la pandemia de COVID-19 y el desarrollo de entornos de trabajo remoto. El brote de COVID-19 ha puesto de relieve la necesidad de que las empresas de diversas industrias adopten tecnologías digitales y aprovechen el potencial de las soluciones y servicios del mercado de software de análisis de imágenes para optimizar las operaciones y los costos, lo que aumentará aún más el retorno de la inversión en las herramientas de TI. Además, la llegada de la pandemia en 2020 generó una serie de desafíos para las operaciones del mercado global de software de análisis de imágenes. Las infraestructuras sanitarias en las economías desarrolladas están colapsadas debido al aumento de casos de COVID-19. Por lo tanto, la emergencia de salud pública requiere que el gobierno y los actores del mercado intervengan y ayuden a reactivar las operaciones del mercado de software de análisis de imágenes y los ingresos a través de esfuerzos colaborativos de iniciativas de investigación y desarrollo emprendidas para recuperar las pérdidas durante el período de pronóstico. Además, el aumento de las inversiones es un buen augurio para el mercado de software de análisis de imágenes en los próximos años.
regiones lucrativas para el mercado de software de análisis de imágenes
Mercado de software de análisis de imágenes, por tipo de implementación (% de participación)
Mercado de software de análisis de imágenes: información del segmento de dimensión de imagen
Según la dimensión de la imagen, el mercado de software de análisis de imágenes se segmenta en 2D, 3D y 4D. La imagen 2D se crea utilizando los ejes x e y. Tradicionalmente, las imágenes 2D se han utilizado como fuente de animación y vídeo. Es una tecnología más antigua con una larga historia, pero sigue siendo un clásico por una razón. Estas imágenes son simples, visualmente atractivas y fáciles de consumir sin resultar demasiado abrumadoras ni molestas para los clientes. Las imágenes 2D son comunes en la animación y los videojuegos porque brindan una perspectiva realista pero plana del movimiento en la pantalla. Por ello, varias empresas del sector ofrecen ahora software para analizar fotografías en 2D. Por ejemplo, el software de análisis de imágenes 2D Image-Pro Plus de Media Cybernetics, Inc. ayuda a recopilar fotografías, contar, medir y clasificar elementos de forma sencilla y a automatizar el trabajo. Las capacidades de control de microscopio, captura de imágenes, medición, recuento/tamaño y desarrollo de macros se incluyen en este paquete de software.
Mercado de software de análisis de imágenes: información sobre el segmento vertical de la industria< /h3>
Según la vertical de la industria, el mercado de software de análisis de imágenes está segmentado en atención médica y ciencias biológicas, manufactura, academia, minerales, metales y petróleo, entre otros. En la industria médica, el software de análisis de imágenes es útil en diversos campos como neurología, cardiología, ortopedia, odontología y oncología. El software puede leer imágenes creadas por rayos X, resonancias magnéticas, tomografías computarizadas, tomografías por emisión de positrones y ecografías. Como resultado, los procesos se pueden automatizar y acelerar para evitar el trabajo manual y ahorrar tiempo. El software puede aprender a reconocer características específicas en estas fotografías, lo que hace que el procedimiento de diagnóstico sea rápido y preciso. El software de procesamiento de imágenes médicas tiene muchas capacidades. Las soluciones basadas en inteligencia artificial detectan irregularidades y anomalías potencialmente peligrosas y también muestran si el paciente padece cáncer o un tumor benigno. El software puede leer fotografías en 3D y las llamadas fotografías 4D, además de imágenes 2D normales (aquellas que muestran cambios en el tiempo).
Mercado de software de análisis de imágenes
Los actores del mercado de Software de análisis de imágenes se centran en innovaciones y desarrollos de nuevos productos mediante la integración de tecnologías y características avanzadas para competir. En octubre de 2021, Clemex Vision incluyó instrucciones exclusivas para granos martensíticos, ferríticos y austeníticos, así como capacidades de aprendizaje automático. Estos nuevos métodos automáticos se han agregado a la caja de herramientas del software existente para proporcionar una técnica rápida y precisa para identificar visualmente microestructuras difíciles.
Según el tipo de implementación, el software de análisis de imágenes El mercado se divide en local y en la nube. Según la dimensión de la imagen, el mercado de software de análisis de imágenes se segmenta en 2D, 3D y 4D. Por industria vertical, el mercado de software de análisis de imágenes se segmenta en atención médica y ciencias biológicas, manufactura, academia, minerales, metales y petróleo, y otros. Según la región, el mercado global de software de análisis de imágenes está segmentado en América del Norte, Europa, Asia Pacífico, Medio Oriente y Asia. África y América del Sur.
Mercado de software de análisis de imágenes: ndash; Perfiles de la empresa
- ADCIS SA
- Bio-Rad Laboratories, Inc. ;
- Instrumentos Oxford
- 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
- V7 Ltd
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
Frequently Asked Questions
Growing demand for image analysis-enabled security applications and products
Increasing demand for image analysis in the automotive industry
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.
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%.
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.
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.
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
- 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
- V7 Ltd
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- 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.
- 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:
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.
- 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.
- 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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