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.

Email  /  Scholar  /  CV  /  Github

profile photo

Publications

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
project page / video / 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.

360° Volumetric Portrait Avatar
Jalees Nehvi, Berna Kabadayi, Julien Valentin, Justus Thies
arXiv, 2023
project page / video / arXiv

Reconstructing 360° photo-realistic portrait avatars of human subjects solely based on monocular video inputs.

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.

Miscellanea

Cute Isometric Kitchen - Blender , 2023
Blendfile / Youtube

Tutorial by art by tran

Donut - Blender , 2023
Blendfile / Youtube

Tutorial by Blender Guru

TU
Munich

Student Teaching Assistant, Intro to Deep Learning (IN2346), Spring 2021
MIT Summer Geometry Initiative (2021 Fellow, 2022, 2023 Mentor)

Adapted from Jon Barron's awesome website.