Representative based clustering of long multivariate sequences with different lengths

S Mashtalir, V Mashtalir… - 2018 IEEE second …, 2018 - ieeexplore.ieee.org
Video streams as unstructured or poorly structured data issue a challenge to create a unified
framework capable to depict and convey high-level stories. Up-to-date indexing and search …

Analytical Review of the Methods of Multifunctional Digital Mueller-Matrix Laser Polarimetry

Z Hu, YA Ushenko, IV Soltys, OV Dubolazov… - … -Matrix Tomography of …, 2024 - Springer
We present the materials of analytical review of modern scientific literature, which deals with
the interaction of polarized radiation with phase-inhomogeneous and optically anisotropic …

An approach toward automatic specifics diagnosis of breast cancer based on an immunohistochemical image

O Berezsky, O Pitsun, G Melnyk, T Datsko, I Izonin… - Journal of …, 2023 - mdpi.com
The paper explored the problem of automatic diagnosis based on immunohistochemical
image analysis. The issue of automated diagnosis is a preliminary and advisory statement …

Spatio-temporal video segmentation

S Mashtalir, V Mashtalir - Advances in Spatio-Temporal Segmentation of …, 2020 - Springer
This Chapter considers approaches to video skimming into semantically-consistent
segments of video streams, which are highly redundant and weakly structured data. In such …

Search by image. New search engine service model

K Smelyakov, D Sandrkin, I Ruban… - … and Technology (PIC …, 2018 - ieeexplore.ieee.org
Every year millions of photos and images appear in the Internet. Most of them are
downloaded to personal cloud storage or become available to the public. With such a huge …

[PDF][PDF] Clustering matrix sequences based on the iterative dynamic time deformation procedure

Z Hu, SV Mashtalir, OK Tyshchenko… - International Journal of …, 2018 - researchgate.net
The techniques of Dynamic Time Warping (DTW) have shown a great efficiency for
clustering time series. On the other hand, it may lead to sufficiently high computational loads …

Metric video retrieval speedup by irrelevant data elimination

D Kinoshenko, O Kobylin, S Mashtalir… - … on Machine Vision …, 2019 - spiedigitallibrary.org
Under content-based video search in arbitrary metric space, there arises necessity to deal
with the problems concerning various aspects of Big Data specificities. Since most of the …

Optimizing Energy Efficiency of Dielectric Materials' Electrodischarge Dispersion as One Sustainable Development Green Trend

A Malyushevskaya, S Petrychenko, K Przystupa… - Energies, 2023 - mdpi.com
Increasing the energy efficiency of production processes is closely related to minimizing the
impact on the environment and is one of the priorities of the concept of sustainable …

[图书][B] Mueller-Matrix Tomography of Biological Tissues and Fluids

Z Hu, YA Ushenko, IV Soltys, OV Dubolazov… - 2024 - Springer
Mueller-Matrix Tomography of Biological Tissues and Fluids Mueller-Matrix Tomography of
Biological Tissues and Fluids Digital Image Processing and Analysis Techniques …

A novel Move-Split-Merge based Fuzzy C-Means algorithm for clustering time series

W Ba, Z Gu - Evolving Systems, 2024 - Springer
When faced with noisy time series data, significant challenges are encountered by clustering
algorithms, including noise interference, temporal distortions, and irregular data patterns. In …