APPLICATION OF FUZZY LOGIC IN THE DYNAMIC SELECTIONOF BACKGROUND SUBTRACTION METHODS

This article explores the use of fuzzy logic in the adaptive selection of background subtraction methods.Methods such as MOG2, KNN, and Simple Differencing are used for object detection.However, under dynamic backgrounds and changing illumination conditions, these methods do not provide optimal results.To address this problem, the article proposes a dynamic selection mechanism for various background subtraction methods using fuzzy logic, which enhances detection accuracy and ensures efficient resource utilization.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.30546/209501.101.2025.3.201.017
Primary Topic
Fuzzy Logic and Control Systems
Type
article
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article

APPLICATION OF FUZZY LOGIC IN THE DYNAMIC SELECTIONOF BACKGROUND SUBTRACTION METHODS

Fuzzy Logic and Control Systems
article

APPLICATION OF FUZZY LOGIC IN THE DYNAMIC SELECTIONOF BACKGROUND SUBTRACTION METHODS

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Abstract

This article explores the use of fuzzy logic in the adaptive selection of background subtraction methods.Methods such as MOG2, KNN, and Simple Differencing are used for object detection.However, under dynamic backgrounds and changing illumination conditions, these methods do not provide optimal results.To address this problem, the article proposes a dynamic selection mechanism for various background subtraction methods using fuzzy logic, which enhances detection accuracy and ensures efficient resource utilization.

Azerbaijan Technical University (AZ)
Reduced inequalities
Openalex Percentile: Top 97%
Fuzzy Logic and Control Systems
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APPLICATION OF FUZZY LOGIC IN THE DYNAMIC SELECTIONOF BACKGROUND SUBTRACTION METHODS · (2025) | TGRS Research Map | TGRS