Search for visual objects by request in the form of a cluster representation for the structural image description

V Gorokhovatskyi, I Tvoroshenko… - Advances in Electrical …, 2023‏ - advances.vsb.cz
The key task of computer vision is the recognition of visual objects in the analysed image.
This paper proposes a method of searching for objects in an image, based on the …

Tools for fast metric data search in structural methods for image classification

YI Daradkeh, V Gorokhovatskyi, I Tvoroshenko… - IEEE …, 2022‏ - ieeexplore.ieee.org
The article proposes a new classification method based on implementing the high-speed
search tools for the indexed data structure created on the etalon set of features, which has …

[PDF][PDF] Classification of Images Based on a System of Hierarchical Features.

Y Ibrahim Daradkeh, V Gorokhovatskyi… - Computers …, 2022‏ - openarchive.nure.ua
The results of the development of the new fast-speed method of classification images using
a structural approach are presented. The method is based on the system of hierarchical …

Statistical data analysis models for determining the relevance of structural image descriptions

YI Daradkeh, V Gorokhovatskyi, I Tvoroshenko… - IEEE …, 2023‏ - ieeexplore.ieee.org
The aim of the research is to improve the effectiveness of image recognition methods
according to the description in the form of a set of keypoint descriptors. The focus is on …

The Application of Hybrid Intelligence Systems for Dynamic Data Analysis

I Tvoroshenko, V Gorokhovatskyi - 2022‏ - openarchive.nure.ua
Анотація The paper presents the results of scientific research, which were carried out under
the set goal and solve the urgent task of develo** and improving methods, models, and …

Аналіз багатовимірних даних за описом у формі множини компонент

ВО Гороховатський, ІС Творошенко - 2022‏ - openarchive.nure.ua
Анотація У монографії розвиваються структурні технології аналізу багатовимірних
даних в інтелектуальних системах. Основна увага приділяється ансамблевим моделям …

Methods of classification of images on the basis of the values of statistical distributions for the composition of structural description components

YI Daradkeh, V Gorokhovatskyi, I Tvoroshenko… - IEEE …, 2021‏ - ieeexplore.ieee.org
The article considers the problem of image recognition in computer vision systems. The
results of the development of the method for image classification, using a structural …

Методи інтелектуального аналізу та оброблення даних: навч. посібник

ВО Гороховатський, ІС Творошенко - 2021‏ - openarchive.nure.ua
Анотація У навчальному посібнику у вигляді лабораторного практикуму викладено
методи вирішення ряду інтелектуальних задач, що постають у аналізі даних та при …

Cluster representation of the structural description of images for effective classification

DY Ibrahim, V Gorokhovatskyi, I Tvoroshenko… - 2022‏ - openarchive.nure.ua
Анотація The problem of image recognition in the computer vision systems is being studied.
The results of the development of efficient classification methods, given the figure of …

Smart wearable fabric using electronic textiles–a review

AG Hassabo, N Gamal, A Sediek, F Saad… - Journal of Textiles …, 2023‏ - journals.ekb.eg
Electronic textiles, often known as SMART clothing, are fabrics that may be incorporated with
digital components such as a battery, a light (including small processors), and electronics …