This project aims to develop an open-source online platform in the domain of gaze and eye-tracking research. The platform will be hosted on GitBook/GitHub, enabling robust version control and collaboration. A key focus will be establishing interoperability standards. Additionally, the project will i...
Description:
This project focuses on developing a deep learning model that accurately segments tissues in a wound by incorporate prior knowledge about the wound structure using spatial priors. This targeted solution aims to streamline the tissue segmentation process, ultimately contributing to the...
Description:
This project focuses on developing a deep learning model that accurately segments tissues in a wound using super pixel based image segmentation algorithms. This targeted solution aims to streamline the tissue segmentation process, ultimately contributing to the SWODDYS project's large...
Bachelor's / Master's Thesis / Research Internship / Project
Earliest project/thesis start in May 2025!
The real-time control and analysis of human poses and movements has long been a complex problem in fields like computer vision and machine learning. Physics-informed neural networks (PINNs) have...
Bachelor's / Master's Thesis / Research Internship / Project
Acute stress reliably activates, among other pathways, the sympathetic nervous system, leading to changes in heart rate (variability) (HR and HRV), respiration, pre-ejection period (PEP), and electrodermal activity (EDA). So far, these pa...
Background:
In Germany, prenatal visits for normal-risk pregnancies are every 2-4 weeks. This low time resolution and reliance on subjective feedback instead of direct physiological measurement, could be augmented by remote monitoring. To date, continuous physiological measurements have not been ...
This work aims to investigate and analyze the intriguing properties exhibited by foundation models in deep learning, including vision, natural language processing (NLP), and multimodal models. The research intends to provide a comprehensive understanding of these properties to enhance the reliabilit...
Master's Thesis / Research Internship / Student Assistant
The golf swing is arguably one of the most complex whole-body movements in sports . It requires significant physiological effort and precise neuromuscular control to accelerate the clubhead to more than 160 km/h in one-fifth of a second . Th...
Master's Thesis / Research Internship / Student Assistant
The golf swing is arguably one of the most complex whole-body movements in sports . It requires significant physiological effort and precise neuromuscular control to accelerate the clubhead to more than 160 km/h in one-fifth of a second . Th...
Master's thesis
Hintergrund
Im Rahmen des Forschungsprojekts „KOSIR“ wurden Radardaten für eine KI-basierte Auswertung aufgezeichnet. Dazu wurde ein Messstand erstellt, der einen Radarsensor im 60 GHz-Band und zwei Microsoft Azure Kinect-Kaberas enthält. Mit Hilfe der Kameras wurden Radardaten in ...
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