Natalia Sokolova

According to our database, Natalia Sokolova authored at least 4 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A versatile, semi-automated image analysis workflow for time-lapse camera trap image classification.

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

Ecol. Informatics, 2024

2020

Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos.

Natalia Sokolova, Klaus Schoeffmann, Mario Taschwer, Doris Putzgruber-Adamitsch, Yosuf El-Shabrawi

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN.

Natalia Sokolova, Mario Taschwer, Stephanie Sarny, Doris Putzgruber-Adamitsch, Klaus Schoeffmann

Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

2014

On improvements of neural network accuracy with fixed number of active neurons.

Natalia Sokolova, Dmitry P. Nikolaev, Dmitry Polevoy

Proceedings of the Seventh International Conference on Machine Vision, 2014