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UniSef, acronym for ‘Universal Segmentation Framework’, is a joint research project of the Helmholtz-Zentrum Hereon, and the Deutsche Elektronen-Synchrotron DESY. The project is lead and coordinated by Philipp Heuser and Julian Moosmann. Segmentation of the reconstructed tomograms is essential for almost all projects. In particular instance segmentation of 3D volumetric data where objects of the same identity have to be separated and identified is a challenging task. Our aim is to have afully automatic segmentation pipelines generalizable to SRCT data. Within this project deep learning approaches for 2d and 3d instance segmentation is addressed. |
Publications
Team Members
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Ivo Matteo Baltruschat | Scientific areas: information-technology |
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Philipp Heuser | Scientific areas: information-technology photon-science |
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Sahar Kakavand | Scientific areas: information-technology |
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Frank Schluenzen | Scientific areas: information-technology photon-science |
Project Partner
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