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Research Topics

Image Recognition & Understanding

Image and pattern recognition techniques can be used to develop systems that not only analyze and understand individual images, but also recognize complex patterns and behaviors in multimedia content such as videos. By using deep learning technologies, training data can be generated for learning systems or valuable information can be obtained from optical sensors for various applications.

Projects

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  1. KIMBA - KI-basierte Prozesssteuerung und automatisiertes Qualitätsmanagement im Recycling von Bau- und Abbruchabfällen durch sensorbasiertes Inline-Monitoring von Korngrößenverteilungen

    With 587.4 million t/a of aggregates used, the construction industry is one of the most resource-intensive sectors in Germany. By substituting primary aggregates with recycled (RC) aggregates, natural…

  2. dAIEDGE - A network of excellence for distributed, trustworthy, efficient and scalable AI at the Edge

    The dAIEDGE Network of Excellence (NoE) seeks to strengthen and support the development of the dynamic European cutting-edge AI ecosystem under the umbrella of the European AI Lighthourse and to…

  3. ESCADE - Energy-Efficient Large-Scale Artificial Intelligence for Sustainable Data Centers

    Growth of data centers and their capacities is central to economies as digital transformation needs computing power. But processing data and training large AI models generates tons of CO2 and consumes…

  4. news-polygraph - Privacy, transparency, bias-free, trustworthy multimodal disinformation fighting

    In the news-polygraph project, we are developing digital methods for the media industry, with the help of which multimedia content can be checked more easily and quickly for manipulation,…

  5. ExPrIS - Knowledge-Level Expectations as Priors for Object Interpretation from Sensor Data

    "What will I see when I turn this corner?"

    Depending on what is around that corner, this question is easy for us to answer. We are likely to see a refrigerator in a kitchen, ships at a port, and a…