Classification of Methods of the signal Semantic wavelet transform for Image Contour Segmentation. - Marina Polyakova; Victor Krylov (Int. J. Comput., 2008)

Texture Segmentation of Images of wear Zones of cutting Tools by amplitude rectifying method. - Marina Polyakova; Victor Krylov; Natalia Volkova (Int. J. Comput., 2009)

Automated System of Analysis and Recognition of Ventriculograms on the Base of Repagular wavelet transform. - Marina Polyakova; Victor Krylov; Natalia Gulyaeva; Tatyana Pruschak (Int. J. Comput., 2010)

Segmentation of Vessels Images on angiograms in Space of Transformation coefficients with Common wavelet Functions. - Marina Polyakova (Int. J. Comput., 2011)

Extraction of Left Ventricular Contours from Ventriculograms with Labeling of Image pixels by Active Contours. - Marina Polyakova (Int. J. Comput., 2012)

The method of wave lets Construction by Transformation of a Graph of Power function for Edge Detection. - Marina Polyakova; Victor Krylov; Natalya Volkova (Int. J. Comput., 2012)

The methods of image segmentation based on distributions and wavelet transform. - Marina Polyakova; Victor Krylov; Natalya Volkova (DSMP, 2016)

Deep Learning of Cell Classification Using Microscope Images of Intracellular Microtubule Networks. - Aleksei Shpilman; Dmitry Boikiy; Marina Polyakova; Daniel Kudenko; Anton Burakov; Elena Nadezhdina (ICMLA, 2017)

Areal Multistart Method of Optimization for Image Recognition. - Galyna Shcherbakova; Svitlana Antoshchuk; Anatoly Sachenko; Maksym Gerganov; Marina Polyakova; Victor Krylov (DSMP, 2018)

The Robustness of the Edge Detection on Noisy Natural Images with HED and PiDiNet Networks. - Marina Polyakova; Serhii Khyrenko (CMIS, 2024)

LaMa network architecture search for image inpainting. - Dmytro Kolodochka; Marina Polyakova; Oleksandr Nesteriuk; Victor Makarichev (ICST, 2024)