Algorithm of the object recognition process with preliminary image segmentation

The algorithm of the object recognition program by a neural network using preliminary image segmentation is presented. It is shown that images accelerate the recognition process. Examples of the program operation, demonstrating its effectiveness are given. Keywords artificial neural network, image segmentation, object recognition, object detection, OpenCV

Publication Details

Journal
Automation Modern Techologies
Published
2025-01-01
DOI
https://doi.org/10.36652/0869-4931-2025-79-3-141-144
Primary Topic
Image and Object Detection Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Algorithm of the object recognition process with preliminary image segmentation

Automation Modern Techologies
Image and Object Detection Techniques
article

Algorithm of the object recognition process with preliminary image segmentation

article en

Abstract

The algorithm of the object recognition program by a neural network using preliminary image segmentation is presented. It is shown that images accelerate the recognition process. Examples of the program operation, demonstrating its effectiveness are given. Keywords artificial neural network, image segmentation, object recognition, object detection, OpenCV

Automation Modern Techologies
Openalex Percentile: Top 96%
Image and Object Detection Techniques
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Algorithm of the object recognition process with preliminary image segmentation · Automation Modern Techologies (2025) | TGRS Research Map | TGRS