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von Tycowicz, Christoph, Dr.

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Contact

Position
Head of Research Group
Room
4004
Phone
+49 30 84185-350
Email
Email
Website
Personal Homepage
Division
Mathematics of Complex Systems
Department
Visual and Data-Centric Computing
Group
Geometric Data Analysis and Processing

Projects

Projects as Head

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Manifold-Valued Graph Neural Networks

Geometry-aware, data-analytic approaches improve understanding and assessment of pathophysiological processes. We will derive a new theoretical framework for deep neural... Manifold-Valued Graph Neural Networks
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A Soft-Correspondence Approach to Shape Analysis

Despite many advances, frameworks for geometric morphometry still rely on point-to-point correspondences between shapes, either explicitly in form of homologous landmarks...

A Soft-Correspondence Approach to Shape Analysis
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Spline Models for Shape Trajectory Analysis

The aim of the project is the development of novel methods for the identification of systematic differences in empirically defined distributions of shape trajectories...

Spline Models for Shape Trajectory Analysis
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Analysis of Empirical Shape Trajectories

The reconstruction of discretized geometric shapes from empirical data, especially from image data, is important for many applications in medicine, biology, materials...

Analysis of Empirical Shape Trajectories

Projects as Member

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3D Reconstruction from 2D X-ray Images

2D X-ray images play a crucial role for the diagnosis and the therapy planning in orthopaedics. This imaging technique is not only widely available but is also, in...

3D Reconstruction from 2D X-ray Images