Adaptive Median Filter Background Subtractions Technique Using Fuzzy Logic

被引：0

作者：

Mohamad, Auday A. H. ^{[1
]}

Osman, Mohammed ^{[1
]}

机构：

[1] Omdurman Islamic Univ, Fac Engn Sci, Khartoum, Sudan

来源：

2013 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRICAL AND ELECTRONICS ENGINEERING (ICCEEE) | 2013年

关键词：

Median filter; Object tracking; Background subtraction; Fuzzy classification; TRACKING;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This paper is based on the median filter algorithm that is considered one of the most commonly used algorithms in the field of background subtraction. In order to make the median filter algorithm adaptive with sudden change in surrounding circumstances a fuzzy logic inference system has been developed to make the parameters of Median Filter algorithm adaptive to the changes of sudden circumstances that surrounding the moving object to detach it from the background. Experimental results demonstrate that the fuzzy inference system is very efficient and robust.

引用

页码：115 / 120

页数：6

共 50 条

[11] Adaptive Unscented Kalman Filter for Robot Navigation Problem (Adaptive Unscented Kalman Filter Using Incorporating Intuitionistic Fuzzy Logic for Concurrent Localization and Mapping) [J].

Fang, Yong ;

Panah, Amir ;

Masoudi, Javad ;

Barzegar, Behnam ;

Fatehi, Saeed .

IEEE ACCESS, 2022, 10 :101869-101879

[12] Improved Degraded Document Image Binarization Using Median Filter for Background Estimation [J].

Khitas, Mehdi ;

Ziet, Lahcene ;

Bouguezel, Saad .

ELEKTRONIKA IR ELEKTROTECHNIKA, 2018, 24 (03) :82-87

[13] Error Detection Technique for a Median Filter [J].

Aranda, Luis Alberto ;

Reviriego, Pedro ;

Maestro, Juan Antonio .

IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2017, 64 (08) :2219-2226

[14] Partition Fuzzy Median Filter for Image Restoration [J].

Rezaee, Alireza .

FUZZY INFORMATION AND ENGINEERING, 2021, 13 (02) :199-210

[15] An Alternative Technique using Median Filter for Image Reconstruction based on Partition Weighted Sum Filter [J].

Srisaiprai, Pisit ;

Lee, Wilaiporn ;

Patanavijit, Vorapoj .

2016 13TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2016,

[16] Performance enhancement and analysis of an adaptive median filter [J].

Zhao, Yanming ;

Li, Dongmei ;

Li, Zhaohui .

2007 SECOND INTERNATIONAL CONFERENCE IN COMMUNICATIONS AND NETWORKING IN CHINA, VOLS 1 AND 2, 2007, :912-914

[17] Vehicles detection based an adaptive median filter [J].

Xiu-Hui, W. (wangxiuhui@cjlu.edu.cn), 1600, Advanced Institute of Convergence Information Technology (04) :219-225

[18] Research of Improved Adaptive Median Filter Algorithm [J].

Yu, Weibo ;

Ma, Yanhui ;

Zheng, Liming ;

Liu, Keping .

PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES FOR RAIL TRANSPORTATION: TRANSPORTATION, 2016, 378 :27-34

[19] Fuzzy logic and distance measure based adaptive fixed value impulse noise filter [J].

Jeevaraj, P. S. Eliahim ;

Shanmugavadivu, P. .

JOURNAL OF ANALYSIS, 2019, 27 (01) :89-102

[20] Partition fuzzy median filter based on fuzzy rules for image restoration [J].

Lin, TC ;

Yu, PT .

FUZZY SETS AND SYSTEMS, 2004, 147 (01) :75-97

← 1 2 3 4 5 →