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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. 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…

  2. 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…

  3. 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…

  4. Fake-O-Meter - Joint Project: Multimodal AI-based Disinformation Assistant for Awareness and Resilience in Dealing with Media Disinformation

    Fake-O-Meter develops a multimodal, AI-based assistance system that helps people identify and understand disinformation. It combines deepfake detection across image, audio and video, explanations…

  5. MARSS - Multimodales System zur Abwehr von Desinformation mittels Reflektion Sozioemotionaler Prozesse für SchülerInnen

    The MARSS research project (Multimodal System for Combating Disinformation through the Reflection of Socio-Emotional Processes for Students) started on 1 April 2026 and investigates how AI-based…