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offers:software_praktika [2019/12/19 13:11]
glasser [Themen]
offers:software_praktika [2019/12/19 13:28] (current)
glasser [Themen]
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 ====== Themen ====== ====== Themen ======
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 +^ Student Project: Mesh generation with machine learning^^
 +|  {{:offers:hiwi_jobs:shrinkingTube.png? 120}} | Task: Extension of Shrinkingtubemesh-generation (as illustrated below) with machine learning. The current version was written in matlab and is only suitable for cylinder-like structures, for example vessels. The program should be adjusted to fit a wider variation of shapes.  <html><br></html>  Subtasks: The task can be solved in two ways: using classical machine learning or with deep learning.<html><br></html> - Option 1: Maschine Learning <html><br></htm> - including development of a range of suitable startshapes, definition of point  cloud features for machine learning, generation of a Testdatabase, usage of Machine Learning to predict a suitable startshape and shrinkingtubemesh-algorithm parameter for a given pointcloud .<html><br></html> - Option 2: Deep Learning: Generate startshapes (simple, roughly the pointcloud describing meshes) using deep learning (for example using a pointcloud to mesh approach like AtlasNet); use these startshapes for the shrinkingtubemesh generation and compare to other mesh generation approaches .<html><br></html> Requirements:  Knowledge of Python (Pytorch) and Matlab; Experience in Machine Learning/Deep Learning <html><br></html> We expect high-qualified students interested in this project (hiwi job / student assistant or team projects, bachelor or master thesis). Please send your application! | 
 +|**Contact** | [[sylvia@isg.cs.uni-magdeburg.de|Dr. Sylvia Saalfeld]] and [[Annika.niemann@vogu.de|Annika Niemann]]|
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 ^ Student Project: DL Segmentation of Meningiomas^^ ^ Student Project: DL Segmentation of Meningiomas^^