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
  • [21] On the reduction of mixed Gaussian and impulsive noise in heavily corrupted color images
    Bogdan Smolka
    Damian Kusnik
    Krystian Radlak
    Scientific Reports, 13 (1)
  • [22] Impulse noise removal in highly corrupted color images
    Cheikh, FA
    Hamila, R
    Gabbouj, M
    Astola, J
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL I, 1996, : 997 - 1000
  • [23] Sparse Technique for Images Corrupted by Mixed Gaussian-Impulsive Noise
    A. Palacios-Enriquez
    V. Ponomaryov
    R. Reyes-Reyes
    S. Sadovnychiy
    Circuits, Systems, and Signal Processing, 2018, 37 : 5389 - 5416
  • [24] Noval Image Restoration Approach For Colour Images Corrupted With Impulsive Noise
    Priya, K.
    Pugazhenthi, D.
    SECOND INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN ENGINEERING AND TECHNOLOGY (ICCTET 2014), 2014, : 448 - 452
  • [25] Sparse Technique for Images Corrupted by Mixed Gaussian-Impulsive Noise
    Palacios-Enriquez, A.
    Ponomaryov, V.
    Reyes-Reyes, R.
    Sadovnychiy, S.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2018, 37 (12) : 5389 - 5416
  • [26] On impulsive noise suppression techniques in color images
    Malinski, Lukasz
    Smolka, Bogdan
    2018 23RD INTERNATIONAL CONFERENCE ON METHODS & MODELS IN AUTOMATION & ROBOTICS (MMAR), 2018, : 401 - 406
  • [27] Using Anfis with circular polygons for impulsive noise suppression from highly distorted images
    Besdok, E
    Çivicioglu, P
    Alçi, M
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2005, 59 (04) : 213 - 221
  • [28] A new method for impulsive noise suppression from highly distorted images by using Anfis
    Besdok, E
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, 17 (05) : 519 - 527
  • [29] Impulsive noise suppression from images with the noise exclusive filter
    Çivicioǧlu, Pinar
    Alçi, Mustafa
    Beşdok, Erkan
    Eurasip Journal on Applied Signal Processing, 2004, 2004 (16): : 2434 - 2440
  • [30] Impulsive noise suppression from images with the noise exclusive filter
    Çivicioglu, P
    Alçi, M
    Besdok, E
    EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2004, 2004 (16) : 2434 - 2440