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1907.12868
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2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy
30 July 2019
Lars Schmarje
Claudius Zelenka
U. Geisen
C. Glüer
Reinhard Koch
3DH
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Papers citing
"2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy"
4 / 4 papers shown
Title
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation
Lars Schmarje
Vasco Grossmann
Claudius Zelenka
S. Dippel
R. Kiko
...
M. Pastell
J. Stracke
A. Valros
N. Volkmann
Reinahrd Koch
43
34
0
13 Jul 2022
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy
Lars Schmarje
Johannes Brunger
M. Santarossa
Simon-Martin Schroder
R. Kiko
Reinhard Koch
47
17
0
13 Oct 2021
Life is not black and white -- Combining Semi-Supervised Learning with fuzzy labels
Lars Schmarje
Reinhard Koch
40
2
0
13 Oct 2021
A data-centric approach for improving ambiguous labels with combined semi-supervised classification and clustering
Lars Schmarje
M. Santarossa
Simon-Martin Schroder
Claudius Zelenka
R. Kiko
J. Stracke
N. Volkmann
Reinhard Koch
30
10
0
30 Jun 2021
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