Berna Kabadayi
I am a Ph.D. student (2022-) at the Max Planck Institute for Intelligent Systems, jointly supervised by Justus Thies and Gerard Pons-Moll.
I obtained my master's degree from the Technical University of Munich, where I was supervised by Angela Dai. I'm interested in computer graphics, 3D reconstruction and digital humans.
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GAN-Avatar: Controllable Personalized GAN-based Human Head Avatar
Berna Kabadayi,
Wojciech Zielonka,
Bharat Lal Bhatnagar,
Gerard Pons-Moll,
Justus Thies
International Conference on 3D Vision (3DV), 2024
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arXiv
A person-specific animatable avatars from images without assuming access to precise facial expression tracking. We leverage a 3D-aware generative model and control it using 3DMM.
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360° Volumetric Portrait Avatar
Jalees Nehvi,
Berna Kabadayi,
Julien Valentin,
Justus Thies
arXiv, 2023
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arXiv
Reconstructing 360° photo-realistic portrait avatars of human subjects solely based on monocular video inputs.
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Learning to Reconstruct 3D Objects by Part-based Template Deformation
Berna Kabadayi,
Advisor: Angela Dai
Msc Thesis, 2021
A learning-based method that reconstructs the 3D objects by part-based template deformation. Instead of retrieving the exact CAD model for a partial scan object, we first retrieve the most geometrically similar template and then employing a bounding box regression to capture the object’s scale and translation, followed by a part-based deformation module.
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