Room number

IDEG074

Telephone number

• office: +43 316 873 - 4364

Position

Research Associate

Email

fragner@tugraz.at

Other Profiles

• TUGRAZonline

Stefan Fragner is a Ph.D. student specializing in the field of 3D scene representation. His research primarily focuses on techniques such as Neural Radiance Fields and 3D Gaussian Splatting. He is working on enhancing these methods, aiming to improve their accuracy, efficiency, and applicability. By addressing current limitations and innovating upon existing frameworks, he seeks to make these cutting-edge technologies more practical and effective for real-world scenarios.

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Research Programs

• Christian Doppler Laboratory for Dependable Intelligent Systems in Harsh Environments

PhD Thesis

• Machine learning based scene representation and condition monitoring

Publications

• Journal article Fragner S., Pfeifenberger L., Hagmüller M. & Pernkopf F. (2024) Dataset of directional room impulse responses for realistic speech data. in Data in Brief, 53. [more info] [doi]
• Conference paper Fragner S., Topar T., Giller P., Pfeifenberger L. & Pernkopf F. (2021) Autonomous Robot for Measuring Room Impulse Responses.. [more info]