Image feature information extraction for interest point detection: A comprehensive review

J Jing, T Gao, W Zhang, Y Gao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Interest point detection is one of the most fundamental and critical problems in computer
vision and image processing. In this paper, we carry out a comprehensive review on image …

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 - 158.196.109.127
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 …

[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 …

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 …

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 …

The research of image classification methods based on the introducing cluster representation parameters for the structural description

AM Ayaz, V Gorokhovatskyi, I Tvoroshenko… - 2021 - openarchive.nure.ua
Анотація The results of the development of high-speed methods for classifying images in
computer vision systems using the description as a set of keypoints descriptors are …

Редукція опису зображення у складі множини дескрипторів на основі метричного критерію інформативності

V Gorokhovatskyi, N Vlasenko - Advanced Information Systems, 2021 - ais.khpi.edu.ua
Предметом досліджень статті є класифікатори зображень за множиною дескрипторів
ключових точок. Метою є підвищення продуктивності методів класифікації, зокрема …

Direct and accurate feature extraction from 3D point clouds of plants using RANSAC

M Ghahremani, K Williams, F Corke… - … and Electronics in …, 2021 - Elsevier
While point clouds hold promise for measuring the geometrical features of 3D objects, their
application to plants remains problematic. Plants are three dimensional (3D) organisms …

Deep segmentation of point clouds of wheat

M Ghahremani, K Williams, FMK Corke… - Frontiers in Plant …, 2021 - frontiersin.org
The 3D analysis of plants has become increasingly effective in modeling the relative
structure of organs and other traits of interest. In this paper, we introduce a novel pattern …