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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. PathFold - PathFold - Language Modelling for Protein (Mis-)Folding Pathway Dynamics

    Protein folding determines whether a polypeptide chain reaches its native, functional conformation or diverges into a structurally aberrant state that causes disease. In amyloid-forming proteins such…

  2. CARE-Wise - Cognitive Assistance for Resilient Elderly care – Wissensgestützte KI-Unterstützung für die Altenpflege

    CARE-Wise Project – AI-Based Assistance for Everyday Nursing Care

    The CARE-Wise project is developing an AI-based assistance system designed to support nursing professionals in situations requiring…

  3. MLXAI-Plant - Multimodal Lightweight and Explainable AI for Plant Health Diagnostics and Evidence-Linked Decision Support

    The project "Multimodal Lightweight and Explainable AI for Plant Health Diagnostics and Evidence-Linked Decision Support" (MLXAI-Plant) will develop a multimodal large language model capable of…

  4. NightSense - Autonomous driving at night using passive sensors

    Autonomous driving has made significant progress in recent years, particularly in good visibility and lighting conditions. However, night-time environments continue to pose a major challenge, as…

  5. MEERSICHT - Maritime Echtzeit Erklärbarkeit & Sicherheit durch Technologien der Erdbeobachtung

    Echtzeit KI für den Schutz maritimer Infrastrukturen durch EO Daten Echtzeittechnologien für die Maritime Sicherheit

    Verbundpartner: Marble Imaging, IABG. Hochschule Bremen

    Partners

    Marble Imaging/…