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
收藏
页码:115 / 120
页数:6
相关论文
共 50 条
[31]   Adaptive median filter based on ANFIS for impulse noise suppression [J].
Anissa, Selmani ;
Hassene, Seddik ;
Ezzedine, Ben Braiek .
2014 IEEE 23RD INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2014, :950-953
[32]   Adaptive weighted median filter utilizing impulsive noise detection [J].
Ishihara, J ;
Meguro, M ;
Hamada, N .
APPLICATIONS OF DIGITAL IMAGE PROCESSING XXII, 1999, 3808 :406-414
[33]   Adaptive Edge Discriminated Median Filter To Remove Impulse Noise [J].
Kumar, Ankit ;
Datta, Aloke .
2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, :1409-1413
[34]   An adaptive dynamically weighted median filter for impulse noise removal [J].
Sajid Khan ;
Dong-Ho Lee .
EURASIP Journal on Advances in Signal Processing, 2017
[35]   Median Filters Based on Fuzzy Logic Used in Digital Image Processing [J].
Peksinski, Jakub ;
Mikolajczak, Grzegorz .
TSP 2010: 33RD INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING, 2010, :196-199
[36]   Feature Extraction-based Medical Image Watermarking Using Fuzzy-based Median Filter [J].
Balasamy, K. ;
Shamia, D. .
IETE JOURNAL OF RESEARCH, 2023, 69 (01) :83-91
[37]   MEDIAN FILTER USING OPEN MULTIPROCESSING IN AGRICULTURE [J].
Ramaraj, E. ;
Rajan, A. Senthil .
2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, :42-+
[38]   Fast and Effective Interpolation Using Median Filter [J].
Zhang, Jian ;
Ma, Siwei ;
Zhang, Yongbing ;
Zhao, Debin .
ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2009, 2009, 5879 :1174-+
[39]   Filtration of Noise in Images Using Median Filter [J].
Vigya ;
Ghose, Tirthadip .
ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015, 2016, 394 :909-916
[40]   An Adaptive Median Filter Algorithm Based on B-spline Function [J].
Mei-Sen Pan1 .
International Journal of Automation & Computing, 2011, (01) :92-99