Visual Computing Report

In a Word

Institute management of Fraunhofer IGD – Dr.-Ing. Matthias Unbescheiden

Dear friends and partners,

We are living in an age of profound transformation. Technology is advancing at a rapid pace, social and ecological challenges are becoming more complex, and expectations of science and actionable innovation are growing. For an institute like Fraunhofer IGD, this means above all one thing: Our research must remain closely tied to practical applications and deliver immediate benefits to the economy, public institutions, and society.

This orientation has guided our actions for many years, and we have further intensified our focus this year. A critical step in this process is further developing our industry structure. By shifting our industry focus from “automotive” to “manufacturing and mobility,” we are setting a clear priority and acknowledging the close connection between production and mobility in networked value chains. We have also renamed the former “Software and IT Industry” to “Infrastructure and Public Services,” reflecting the places where digital technologies have a central impact today: in municipal services, urban and spatial planning, environmental monitoring, critical infrastructure operations, and public safety and hazard prevention.

An example from European research illustrates just how relevant this reorientation is. As part of the EU-funded FOCAL project, we are developing an open digital ecosystem to make climate, environmental, and earth observation data available where it is needed: locally, in real time, and in a way that supports decision-making. This allows local governments to identify heat islands, plan climate-resilient infrastructure, and use data to select appropriate tree species for urban areas. Research becomes a direct tool that empowers cities, administrations, and public services to take action.

Our strategic industry orientation is a key part of this focus. It facilitates transfer to the private sector and opens up new areas of application. With curiosity, dedication, and a commitment to turning knowledge into action, we will continue to expand and strengthen these areas. This focus is also reflected in broad-based future-oriented topics that are gaining importance across many technological fields, for example, the issue of dual-use technologies. Technologies that can serve both civilian and security-related applications must be used responsibly. The Fraunhofer-Gesellschaft’s strength in this area is particularly evident in Hesse, where four institutes are pooling their expertise to advance solutions to these challenges.

At Fraunhofer IGD, we focus on AI-powered situational awareness, geospatial data analysis, and maritime sensor technology — tools we use to support government agencies and emergency response organizations in crisis management, infrastructure resilience, and security. These then form the basis for decision-making and assistance systems that can detect anomalies in real time and automatically generate prioritized recommendations for action. In this way, we are strengthening a field that aligns with our core business: integrating computer vision, computer graphics, data science, and artificial intelligence to reveal complex relationships and enable the effective use of data-driven decisions.

 

Institutsleitung

Dr.-Ing. Matthias Unbescheiden

Our Expertise: Visual Computing

5 sectors of Fraunhofer IGD

We offer expertise and technologies in four service areas, covering all application-relevant fields of visual computing. Our cross-functional teams of experts support customers in the business and political sectors across six industries with flexible software solutions.

Service areas

Atom symbol in a hexagon, representing problem analysis in the performance areas

Problem Analysis

We analyze existing processes and business systems by systematically searching, aggregating, merging, and linking available data and data sources to identify optimization opportunities.

Optimal data management and efficient data storage and processing are essential for us to gain meaningful insights from the data volumes through a combination of automated analytics methods and visualization.

Big data, machine learning, and AI methods provide customers with deep insights into their data, revealing hidden connections within their heterogeneous data sets.

Symbol of a monitor with code elements and connected nodes, representing the design of software and hardware systems

Software and hardware system design

A user-centered, agile, and iterative approach is used to design software and hardware systems based on a detailed requirements analysis. These systems are tailored to customers and their specific tasks, aiming to visualize complex data.

Identifying the technical components and processes creates target visions for new systems and suggestions for improving existing ones.

Our goals are optimal usability, user-centered design (HCI and UI), efficiency, and innovative functionalities. Our customers can count on our industry-standard software design methodologies, testing methods, and development environments.

Abstract target and positioning symbol in a hexagon, representing prototype development

Prototype development

Our work doesn't have to end with a concept paper. We can also create a solid prototype that can undergo thorough testing of all its performance features.

Prototyping is carried out iteratively and in close consultation with the customer. This enables key design decisions regarding functionality to be made quickly and efficiently, ensuring that development work is always goal -oriented.

Through rapid prototyping, we use testing and validation to demonstrate feasibility and benefits, help minimize risks, and make implementation decisions.

Symbol of a person with a smartphone and a 3D object, representing the realization and implementation of visually interactive systems

Realization and implementation of visual interactive systems

We develop individual solutions or prototypes into ready-to-use operational systems that can be replicated in software and hardware.

These solutions are implemented through HW/SW integration, testing, and rollout in such a way that they can be optimally integrated into the customer's existing system environment.

In addition to support during the introductory phase, the software solutions are available for purchase or licensing with ongoing support.

Certified software development processes in accordance with the DIN EN ISO standard are also available upon request.

Our core competencies

Fraunhofer IGD is your partner for applied visual computing. We bundle our broad technological and scientific expertise into 15 core competencies.

Manufacturing and Mobility

We develop innovative technologies for the mobility sector—from manufacturers and suppliers to software providers and mechanical engineering firms. We offer customized solutions for development, production, and after-sales service. We use computer graphics, computer vision, data science, and AI to make processes more efficient, products smarter, and new workflows possible. Our cutting-edge research spurs technological transformation and provides application-specific solutions to industry.

 

Further information

Logo of Manufacturing and Mobility – symbol of two robotic arms assembling a car in a production line

Technology Platform for Tire Wear and Emission Detection in Road Traffic

Tire wear is one of the leading sources of particulate matter and microplastic emissions from traffic. The project TERiS — Technology Platform for Tire Wear and Emission Detection in Road Traffic — is creating a platform to generate, analyze, and evaluate realistic tire wear.

 
 

Simulation-Based Visual Inspection

Visual surface inspection is essential for ensuring quality, but it has its limitations when it comes to varying textures, complex geometries, and highly reflective materials. AI-powered inspection holds great potential, but requires extensive and diverse training data. This often creates a bottleneck. To solve this problem, the SimVision (“Simulation-Based Visual Inspection”) project is investigating the use of synthetically generated data. A versatile inspection demonstrator is now being developed in a joint collaboration between Fraunhofer ITWM, Fraunhofer IST, and TU Wien. Requirements and the added value of synthetic data are also being analyzed. Fraunhofer IGD is contributing its expertise in geometry and CAD data processing for model-based geometry synthesis.

Real-Time Detection of Tool Wear

Tool wear is a key factor affecting both costs and quality in sheet metal processing. Random inspections disrupt the workflow and are often no longer sufficient, for example, when dealing with high-strength materials in the context of vehicle electrification. That’s why the EFB project, funded by the German Federation of Industrial Research Associations (AiF) is systematically investigating wear in multi-stage forming processes and developing guidelines for SMEs. 

Healthcare

Tool wear is a key factor affecting both costs and quality in sheet metal processing. Random inspections disrupt the workflow and are often no longer sufficient, for example, when dealing with high-strength materials in the context of vehicle electrification. That’s why the EFB project, funded by the German Federation of Industrial Research Associations (AiF) is systematically investigating wear in multi-stage forming processes and developing guidelines for SMEs. The project has resulted in the development of a cost-effective, inline measurement system based on photometric stereo. The system continuously analyzes components at up to 400 cycles per minute and detects deviations early on. It operates autonomously, requires no special training, and reduces waste and downtime. For its innovative and practical contributions to the advancement of quality assurance, the project received the Industrial Collaborative Research Excellence Award in 2025, in recognition of solutions that enable predictive maintenance and intelligent process monitoring.

 

Further information

Logo of Healthcare – symbol of two hands holding a heart with a medical cross
 

Early Detection of Osteoporosis Through Automated CT Analysis

Osteoporosis is one of the leading causes of bone fractures in older adults, yet it is often undiagnosed. As part of the BMDnow project, Fraunhofer IGD is working with Garritz and the University Hospital of Frankfurt to develop an automated method of analyzing CT scans that can accurately determine the bone density of individual vertebrae. 

 

AI and Photonics for More Accurate Skin Cancer Diagnosis

Since April 2025, Fraunhofer IGD and its consortium partners have been developing new approaches in the TARGET-H project to detect and treat skin cancer earlier, more precisely, and less invasively. By combining photonic technologies, AI-based imaging, and innovative diagnostic methods, therapies such as cold plasma treatment can be scientifically evaluated. 

 

Accessible Mobility as a Component of Age-Friendly Urban Development

Older adults rely on accessible routes to actively participate in community life. The Mobile-S project uses sensors to systematically identify barriers to mobility in a neighborhood, such as damaged sidewalks, construction sites, a lack of public seating, and restrooms that are difficult to access. A senior-friendly navigation tool is being created based on this data to highlight obstacles and help city planners develop age-appropriate infrastructure. 

Infrastructure and Public Services

Our cutting-edge research is shaping the twin transformation, an integrated, sustainable digital evolution. Our application-specific solutions make us a key partner for stakeholders in infrastructure and public services that operate critical infrastructure and provide public services. We focus on transportation, energy, telecommunications, and IT infrastructure; as well as construction, security, administration, smart cities, cybersecurity, and information security. It’s our way of laying the groundwork for a sustainable society.

 

Further information

Logo of Infrastructure and Public Services – symbol of a monitor with a gear and code
 

Added Value of Annotated Environmental Data for Sustainable AI

Commissioned by the German Environment Agency, the LabelledGreenData4All project is strengthening the foundation for AI in environmental research. The project aims to make high-quality, harmonized, and annotated environmental data more accessible and visible. At the same time, it provides strategic recommendations on the specific application areas and data types where machine learning (ML) models can make the greatest contribution to sustainability goals.

 

Interactive Visualizations for Easy-to-Understand Vulnerability Analysis and Remediation

Funded by the National Research Center for Applied Cybersecurity (ATHENE), the AVSV project focuses on research in “Automatic Vulnerability Scanning and Verification” (AVSV). The project is being developed in partnership with Fraunhofer SIT. 

 

The Future of AI Starts at the Network’s Edge

The EU-funded dAIEdge project is developing the next generation of technologies for trustworthy and efficient edge AI. These technologies process data directly on end devices, resulting in faster response times, reduced bandwidth requirements, and better protection of sensitive information. The long-term goal of the project is to strengthen Europe's competitiveness in AI. Fraunhofer IGD is contributing its expertise in neuromorphic image processing and is leading the “Demonstrators” work package. 

Maritime Economy

We're helping to drive digitalization in the maritime industry. We work together to ensure your technological competitiveness through market-driven products and new business models. When it comes to protecting the oceans as a natural habitat and using them sustainably as an economic resource, you can count on our innovative strength and our understanding of the specific requirements and conditions of the maritime economy. We provide tailored solutions for your needs on, in, and around the water.

 

Further information

Logo of Maritime Economy – symbol of a ship on waves
 

Digital Ocean Lab

The Digital Ocean Lab, located off the coast of Nienhagen in the Baltic Sea, is a unique underwater laboratory operated by the Fraunhofer-Gesellschaft. It provides research institutions, industry, and government agencies with realistic testing conditions for new underwater technologies. Across various maritime environments, prototypes, materials, and services can be safely tested — for applications such as underwater exploration, environmental and maritime surveillance, and the detection and clearance of unexploded ordnance. As a bridge between research and practice — and as a NATO DIANA Test Center — the Digital Ocean Lab accelerates innovation, advances our understanding of marine ecosystems, strengthens maritime security, and shapes sustainable technologies for the future of ocean research.

 

OTC-Mariculture 2

The OTC-Mariculture 2 project is developing an autonomous, AI-powered system to control and monitor aquaculture facilities. From October 2024 to September 2027, an intelligent service for fish farming operations ("Aquaculture-as-a-Service," AQaaS) is being developed within the framework of the Ocean Technology Campus Rostock future cluster, with the participation of the University of Rostock, Fraunhofer IGD, and other partners.

Underwater Security (UnderSec)

The EU project UnderSec, led by Fraunhofer EMFT, has been strengthening maritime security since October 2023 through an international consortium of research institutions, industry partners, and end users such as coast guards and port authorities. The goal is to develop a prototype system that uses multimodal sensors and robotics to enhance situational awareness and responsiveness in both above- and underwater environments. 

 

Bioeconomy

We help businesses and public institutions develop sustainable and technologically advanced concepts for the bioeconomy. Our application-oriented system solutions are designed to optimize the use of resources in food and raw material production, monitor animal welfare, and harness ecosystem services in a sustainable and resilient manner. We leverage our expertise in visual computing to provide tools that capture, interpret, and visualize data, improving processes and creating new marketing concepts.

 

Further information

Logo of Bioeconomy – four symbols representing hospital, city, building, and nature
 

Automated Pregnancy Detection in Cows using AI-Powered Ultrasound Analysis

This project is developing an AI-powered ultrasound analysis system that can automatically detect pregnancies in cows. It builds on technology already developed at Fraunhofer IGD for human medicine, which has since been adapted and further developed for veterinary applications.

 

Von Thünen Innovation Farm: Practical Research for the Future of Agriculture in Germany

The Von Thünen Innovation Farm in Tellow (Mecklenburg-Vorpommern) is a real-world laboratory for digital and automated technologies in crop farming. Its goal is to test smart farming solutions under real-world conditions and drive the transformation toward resource‑efficient agriculture.

 

Valuation of Peatlands as CO₂ Stores

The VALPEATS project is developing an AI-based, digital monitoring tool for the valuation of rewetted peatlands. It combines basic research data with real-time measurements of water and soil parameters, as well as AI-powered analysis of drone images. This allows researchers to use vegetation and hydrological data to create models of greenhouse gas emissions and biodiversity. 

Scientific Excellence

Curiosity is what drives us! At Fraunhofer IGD, we combine excellence in research with a pioneering spirit in technology, supported by a strong scientific foundation and close collaboration with university-level basic research. A special highlight was the Computer Graphics Night 2025, held as part of the “50 Years of GRIS” anniversary celebrations. Together with TU Darmstadt, Fraunhofer IGD celebrated five decades of visual computing — with inspiring talks, personal exchanges, and a look at the future of the discipline. At the heart of the event was the recognition of outstanding academic achievements: excellent dissertations, award-winning theses, and Best Paper Awards, presented by an independent external jury. The research papers presented here are a testament to the scientific excellence of Fraunhofer IGD.

 

Research Coach

We are one of the few Fraunhofer institutes that employs its own research coach dedicated to supporting young academics. Our coach advises all employees on publishing issues and helps them develop their academic careers.

 

Academic networking

Fraunhofer IGD works closely with other research institutions, universities, and colleges on various initiatives and projects. These include the National Research Center for Applied Cybersecurity ATHENE, the Center for Applied Quantum Computing (ZAQC), and the Ocean Technology Campus Rostock.

Practical experience for students

We offer ongoing internships and employment opportunities for students. Many people who gain an insight into our work in this way later return to us as part of our scientific staff.

Academics

Fraunhofer IGD staff hold a total of five professorships at TU Darmstadt and the University of Rostock and give around 30 different lectures per year.

Thesis projects at Fraunhofer

We supervise around 70 Bachelor’s and Master’s theses across all our locations.

Publications

The numerous publications that Fraunhofer IGD scientists have once again published in 2025 are proof of our institute's excellent research performance.

Best Paper Award

Every year, an independent jury of external scientists awards prizes for the best publications at the Computer Graphics Night.

Graphic illustrating the transfer of research into practical applications and the strengthening of the economy, young talent, and innovation.

Our Spin-offs

The Fraunhofer-Gesellschaft’s mission is to bring technological innovations into the economic cycle and the public sphere. Spin-offs are a vital and effective link between research and industry, directly spurring innovation transfer. Without the effective transfer of research findings into commercial applications, many developments would be inconceivable. A successful spin-off requires the right entrepreneurial spirit and business mindset combined with scientific excellence. For years, Fraunhofer IGD has been one of the institutes with the most spin-offs in the Fraunhofer-Gesellschaft: genuine entrepreneurial spirit for cutting-edge technology.

AI for Clean Water – From Research to Spin-off

 

 

At Fraunhofer IGD in Rostock, photomicAI is emerging as a spin-off that will fundamentally change the analysis of water samples. The team is developing AI-based software that automatically analyzes microscope images, enabling fast, precise, cost-effective plankton analysis. 

This technology directly addresses key requirements of the EU Water Framework Directive and the EU Marine Strategy Framework Directive, both of which demand comprehensive monitoring of water quality.

Today, manually analyzing a water sample in environmental analytics takes around two and a half hours. It’s a process that requires considerable expertise and is coming under increasing pressure due to the shortage of skilled professionals. photomicAI reduces this effort to just a few minutes while delivering higher accuracy. The AI model recognizes hundreds of plankton species, works reliably with a wide range of microscopes, additionally determines the size and biovolume of individual organisms down to the pixel –  metrics that are essential for legally required monitoring procedures.

 

 

The spin-off has emerged from several research and development projects at Fraunhofer IGD. Together, they make it possible for the first time to conduct AI-powered monitoring of an entire aquatic ecosystem based on microorganisms, from microalgae to animal plankton. Early pilot users, including environmental agencies, analytical service providers, and universities, are already working with a prototype of the software. Behind photomicAI is an interdisciplinary duo: Dennis Sidin (AI research) und Erik Zschaubitz (microbiology). 

 

The close integration of both perspectives creates a rare cross-disciplinary expertise, enabling water analysis to be carried out – through AI-powered evaluation – faster, more scalably, and with less dependence on scarce specialist resources.  A notable achievement: The team is not only part of the Fraunhofer AHEAD Deep Tech Accelerator, but has also received exclusive AHEAD Plus funding –  something awarded to only a handful of projects. Total funding to date amounts to €261,000. 

“With photomicAI, we want to make possible what hasn't really been achievable until now: scalable, time- and cost-efficient environmental monitoring that truly reflects the state of our waterways.”

- Dennis Sidin

In addition, photomicAI is part of the OTC Maritime Incubator in Rostock, and the spin-off is on the verge of becoming reality: In July 2026, the team will step away from Fraunhofer and into entrepreneurial independence. Until then, the user base will be expanded and the analysis software continuously refined. Feedback from pilot applications so far clearly demonstrates the technology's potential.

It enables more frequent and detailed sample analyses, significantly reduces time and costs, and strengthens the ability of authorities, research institutions, and environmental service providers to reliably assess the condition of our rivers, lakes, and coastal waters. The photomicAI team is thus laying the groundwork for scalable, future-ready environmental monitoring – at exactly the right moment.

Overview of all our spin-offs

Fraunhofer Research Delivers Impact

Infographic on the economic and societal impacts of Fraunhofer research, including key figures on innovation, growth, and productivity.

To quantify its economic impact, the Fraunhofer-Gesellschaft commissioned a series of studies analyzing the impact of its research activities on Germany as a business and innovation hub. All studies are published and freely accessible. The publication “Fraunhofer-Forschung wirkt” [Fraunhofer Research Works] provides a concise summary of these studies’ key findings and is available for download here:

www.fraunhofer.de/de/forschung/leistungsangebot/wirkung-von-fraunhofer-forschung.html.