Iterative median filtering for restoration of images with impulsive noise

被引:0
作者
Forouzan, AR [1 ]
Araabi, BN [1 ]
机构
[1] Univ Teheran, Dept Elect & Comp Engn, Control & Intelligent Proc Chem Excellence, Tehran, Iran
来源
ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3 | 2003年
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Iterative median filtering for restoration of images corrupted by impulsive noise is considered. A modified version of median filtering that can be also applied iteratively is also proposed. The methods are compared with an iterative method suggested by Marvasti for images with high pixel loss. The results show that applying the median filter iteratively results in well sighted resulting images. Moreover, despite the implementation simplicity, the proposed modified median filtering scheme provides a considerably higher convergence speed which intends a lower numerical complexity.
引用
收藏
页码:232 / 235
页数:4
相关论文
共 50 条
[21]   Restoration of discrepancy iterative images using mechanism for evaluating noise [J].
Tang, Xinjian ;
Liu, Jian ;
Tian, Jinwen .
Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2007, 35 (11) :59-61
[22]   Nonlinear vector filtering for impulsive noise removal from color images [J].
Celebi, M. Emre ;
Kingravi, Hassan A. ;
Aslandogan, Y. Alp .
JOURNAL OF ELECTRONIC IMAGING, 2007, 16 (03)
[23]   Enhancement of Speech Signals Corrupted by Impulsive Noise Using Wavelets and Adaptive Median Filtering [J].
Swamy, Prateek Basavapur ;
Hallikar, Rohini S. ;
Kumari, M. Uttara .
2013 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMPUTING AND CONTROL (ISPCC), 2013,
[24]   A new adaptive center weighted median filter for suppressing impulsive noise in images [J].
Lin, Tzu-Chao .
INFORMATION SCIENCES, 2007, 177 (04) :1073-1087
[25]   Noval Image Restoration Approach For Colour Images Corrupted With Impulsive Noise [J].
Priya, K. ;
Pugazhenthi, D. .
SECOND INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN ENGINEERING AND TECHNOLOGY (ICCTET 2014), 2014, :448-452
[26]   Space variant median filters for the restoration of impulse noise corrupted images [J].
Chen, T ;
Wu, HR .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 2001, 48 (08) :784-789
[27]   IMPROVED MEDIAN FILTER FOR RESTORATION OF IMAGES CORRUPTED WITH GAUSSIAN-NOISE [J].
TANG, H ;
CAHILL, LW .
ELECTRONICS LETTERS, 1991, 27 (12) :1016-1018
[28]   An iterative method for vector median filtering [J].
Spence, Clay ;
Fancourt, Craig .
2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, 2007, :2517-2520
[29]   Efficient automatic noise reduction of electron tomographic reconstructions based on iterative median filtering [J].
van der Heide, Peter ;
Xu, Xiao-Ping ;
Marsh, Brad J. ;
Hanein, Dorit ;
Volkmann, Niels .
JOURNAL OF STRUCTURAL BIOLOGY, 2007, 158 (02) :196-204
[30]   Bayesian Selective Median Filtering for Reduction of Impulse Noise in Digital Color Images [J].
Chukka, Demudu Naidu ;
Meka, James Stephen ;
Setty, S. Pallam ;
Choppala, Praveen Babu .
INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2024, 24 (03)