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Natalia Sokolova
ORCID
Publication Activity (10 Years)
Years Active: 2014-2020
Publications (10 Years): 2
Top Topics
Video Classification
Iris Localization
Neural Network
Fixed Number
Top Venues
ICMV
MMM (2)
ISBI Workshops
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Publications
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Natalia Sokolova
,
Mario Taschwer
,
Stephanie Sarny
,
Doris Putzgruber-Adamitsch
,
Klaus Schoeffmann
Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN.
ISBI Workshops
(2020)
Natalia Sokolova
,
Klaus Schoeffmann
,
Mario Taschwer
,
Doris Putzgruber-Adamitsch
,
Yosuf El-Shabrawi
Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos.
MMM (2)
(2020)
Natalia Sokolova
,
Dmitry P. Nikolaev
,
Dmitry Polevoy
On improvements of neural network accuracy with fixed number of active neurons.
ICMV
(2014)