Natalia Sokolova

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 3

Top Topics

Video Classification

Iris Localization

Top Venues

Ecol. Informatics

Publications

Gerardo Celis, Peter Ungar, Aleksandr Sokolov, Natalia Sokolova, Hanna Böhner, Desheng Liu, Olivier Gilg, Ivan Fufachev, Olga Pokrovskaya, Rolf A. Ims, Wenbo Zhou, Dan Morris, Dorothee Ehrich
A versatile, semi-automated image analysis workflow for time-lapse camera trap image classification. Ecol. Informatics 81 (2024)
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)