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Deep Learning-based Segmentation and Deblurring of Microscopic Cell Images

Schmitz, Simon and Konen, Kai and Hecking, Tobias and Rüttgers, Alexander and Liemersdorf, Christian and Lichterfeld, Yannick (2022) Deep Learning-based Segmentation and Deblurring of Microscopic Cell Images. Wissensaustausch-Workshop Machine Learning 8, 2022-11-07 - 2022-11-09, Jena.

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Item URL in elib:https://elib.dlr.de/190022/
Document Type:Conference or Workshop Item (Poster)
Title:Deep Learning-based Segmentation and Deblurring of Microscopic Cell Images
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Schmitz, SimonUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Konen, KaiUNSPECIFIEDhttps://orcid.org/0000-0001-7957-4477UNSPECIFIED
Hecking, TobiasUNSPECIFIEDhttps://orcid.org/0000-0003-0833-7989UNSPECIFIED
Rüttgers, AlexanderUNSPECIFIEDhttps://orcid.org/0000-0001-6347-9272UNSPECIFIED
Liemersdorf, ChristianUNSPECIFIEDhttps://orcid.org/0000-0001-8407-5226UNSPECIFIED
Lichterfeld, YannickUNSPECIFIEDhttps://orcid.org/0000-0001-8755-9920UNSPECIFIED
Date:2022
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Deep Learning, Microscopy, Cell Filament, Segmentation, Deblurring, GAN, Ridge Detection
Event Title:Wissensaustausch-Workshop Machine Learning 8
Event Location:Jena
Event Type:Workshop
Event Start Date:7 November 2022
Event End Date:9 November 2022
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - Tasks SISTEC, R - Artificial Intelligence
Location: Köln-Porz
Institutes and Institutions:Institute for Software Technology > High-Performance Computing
Institute for Software Technology > Intelligent and Distributed Systems
Institute of Aerospace Medicine > Gravitational Biology
Deposited By: Schmitz, Simon
Deposited On:16 Nov 2022 13:20
Last Modified:24 Apr 2024 20:51

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