The fast algorithm for impulsive noise suppression in highly corrupted aerophotographic images

被引:0
|
作者
Rytsar, YB [1 ]
Voloshynovskiy, SV [1 ]
机构
[1] Natl Acad Sci Ukraine, Karpenko Physicomech Inst, Dept Image Anal & Pattern Recognit, UA-290601 Lvov, Ukraine
关键词
impulsive noise; salt-and-pepper noise; adaptive filtering; order statistics; signal-to-noise ratio;
D O I
10.1117/12.388424
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new fast effective approach for impulsive noise suppression in digitized aerophotographic images is presented in this paper. The filtering scheme consists of the global histogram analysis part to detect impulse corrupted pixels and the part of local adaptive interpolation of the intensity function of identified pixels by spatial modified order statistic value computed around these pixels. The proposed technique is characterized by its simplicity and better performing of the impulsive noise suppression while preserving fine details and edges of the image, especially where there is a high probability of the impulse occurrence. The advantages of developed approach in comparison with known adaptive identification filters are demonstrated by simulation results.
引用
收藏
页码:2 / 11
页数:2
相关论文
共 50 条
  • [31] Impulsive Noise Suppression from Images with the Noise Exclusive Filter
    Pınar Çivicioğlu
    Mustafa Alçı
    Erkan Beşdok
    EURASIP Journal on Advances in Signal Processing, 2004
  • [32] Fast Impulsive Noise Removal in Color Images
    Smolka, Bogdan
    2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013), 2013, : 1212 - 1216
  • [33] A Multi-parameter Regularization Model for Deblurring Images Corrupted by Impulsive Noise
    Jiang, Dandan
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2017, 36 (09) : 3702 - 3730
  • [34] Using fast backpropagation algorithms for impulsive noise reduction from highly distorted images
    Besdok, E
    Alçi, M
    Çivicioglu, P
    PROCEEDINGS OF THE 46TH IEEE INTERNATIONAL MIDWEST SYMPOSIUM ON CIRCUITS & SYSTEMS, VOLS 1-3, 2003, : 940 - 943
  • [35] A Multi-parameter Regularization Model for Deblurring Images Corrupted by Impulsive Noise
    Dandan Jiang
    Circuits, Systems, and Signal Processing, 2017, 36 : 3702 - 3730
  • [36] Interpolation Based Filter for images highly corrupted by impulse noise
    Tang, Quanhua
    Zhou, Yan
    2008 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, VOLS 1 AND 2, 2008, : 588 - 591
  • [37] New algorithms for recovering highly corrupted images with impulse noise
    Jourabloo, A.
    Feghahati, A. H.
    Jamzad, M.
    SCIENTIA IRANICA, 2012, 19 (06) : 1738 - 1745
  • [38] Automatic removal of impulse noise from highly corrupted images
    Kober, V
    Mozerov, M
    Alvarez-Borrego, J
    PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS, 2005, 3773 : 34 - 41
  • [39] On the Suppression of Mixed Gaussian and Impulsive Noise in Color Images
    Kusnik, Damian
    Smolka, Bogdan
    2018 IEEE INTERNATIONAL CONFERENCE ON METROLOGY FOR ARCHAEOLOGY AND CULTURAL HERITAGE (METROARCHAEO 2018), 2018, : 515 - 520
  • [40] An Efficient Restoration Algorithm for Images Corrupted with Salt and Pepper Noise
    Xu, Guangyu
    Lin, Yu'e
    2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016), 2016, : 184 - 188