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Ina Laube
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 5
Top Topics
Feature Extraction
Unsupervised Learning
Discriminant Analysis
Point Cloud
Top Venues
ISBI
ICIP
ICASSP
Bildverarbeitung für die Medizin
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Publications
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Zhu Chen
,
Ina Laube
,
Johannes Stegmaier
Unsupervised Learning for Feature Extraction and Temporal Alignment of 3D+t Point Clouds of Zebrafish Embryos.
MICCAI (8)
(2023)
Abin Jose
,
Rijo Roy
,
Dennis Eschweiler
,
Ina Laube
,
Reza Azad
,
Daniel Moreno-Andrés
,
Johannes Stegmaier
End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks.
ICASSP
(2023)
Abin Jose
,
Qi Mei
,
Dennis Eschweiler
,
Ina Laube
,
Johannes Stegmaier
Linear Discriminant Analysis Metric Learning Using Siamese Neural Networks.
ICIP
(2022)
Philipp Gräbel
,
Ina Laube
,
Martina Crysandt
,
Reinhild Herwartz
,
Melanie Baumann
,
Barbara Mara Klinkhammer
,
Peter Boor
,
Tim H. Brümmendorf
,
Dorit Merhof
Rotation Invariance for Unsupervised Cell Representation Learning - Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification.
Bildverarbeitung für die Medizin
(2021)
Philipp Gräbel
,
Ina Laube
,
Martina Crysandt
,
Reinhild Herwartz
,
Melanie Baumann
,
Barbara Mara Klinkhammer
,
Peter Boor
,
Tim H. Brümmendorf
,
Dorit Merhof
Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification.
ISBI
(2021)