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6 results

Joel Janai

Joel Janai

Advisor: Andreas Geiger

Alumni

Perception is a fundamental part of intelligence since perception is necessary to acquire knowledge and knowledge is necessary to understand perception. Therefore computer vision is one of the most important aspects in the realization of intelligent systems. My interest of research lies in computer vision and the combination with machine learning which, to my mind, will enable the realization of intelligent systems. Currently, I am working on optical flow and how to incorporate high-level information to alleviate this ill-posed problem.


Osman Ulusoy

Osman Ulusoy

Advisor: Andreas Geiger

Alumni

I am interested in recovering physical properties of general scenes from images. My current research focuses on reconstructing dense 3-d surface geometry, appearance and motion of dynamic scenes from multi-view image sequences. I believe accurate estimation of these properties will help understand the physical world.


Fatma Güney

Fatma Güney

Advisor: Andreas Geiger

Alumni

I am interested in estimating 3D scene representations from multi-view video sequences. In particular, I focus on combining semantic segmentation, object detection and classification with 3D reconstruction using efficient inference methods.


Benjamin Coors

Benjamin Coors

Advisor: Andreas Geiger

Alumni

I'm working on "Efficient Invariant Deep Models for Computer Vision" in cooperation with Bosch.


Simon Donne

Simon Donne

Alumni

My main interests include computer vision and machine learning. I focus on depth estimation and 3D reconstruction, with a mix between applied and more theoretical research.


Lars Mescheder

Lars Mescheder

Advisor: Andreas Geiger

Alumni

I am a PhD student under the joint supervision of Andreas Geiger and Sebastian Nowozin from Microsoft Research. Currently, I am working on generative and probabilistic models in machine learning and computer vision.