Removal of impulsive noise from highly corrupted color images

被引：0
|
作者：
Mozerov, M [1 ]
Kober, V [1 ]
Choi, TS [1 ]
机构：
[1] Russian Acad Sci, Inst Informat Transmiss Problems, Moscow, Russia
来源：
APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVI | 2003年 / 5203卷
关键词：
vector median filter; nonlinear adaptive filtering; impulsive noise;
D O I：
10.1117/12.503362
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Nonlinear vector median filters (VMF) and their variants represent ones of the most popular approaches for color image processing. In this paper a novel effective method for detection and removal impulse noise in highly corrupted color images has been proposed. First, window operator based on an explicit use of spatial relations between color image elements to detect impulse noise is used. Then the spatially connected modification of VMF for removal of previously detected impulsive noise has been employed. The performance of the proposed detector and filter for detecting and suppression of impulsive noise in test images is compared to conventional vector median algorithms.
引用
收藏
页码：599 / 606
页数：8
相关论文
共 50 条
  • [1] Impulse noise removal in highly corrupted color images
    Cheikh, FA
    Hamila, R
    Gabbouj, M
    Astola, J
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, PROCEEDINGS - VOL I, 1996, : 997 - 1000
  • [2] Noise removal from highly corrupted color images with adaptive neighborhoods
    Mozerov, M
    Kober, V
    Choi, TS
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2003, E86A (10) : 2713 - 2717
  • [3] Deblurring of color images corrupted by impulsive noise
    Bar, Leah
    Brook, Alexander
    Sochen, Nir
    Kiryati, Nahum
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (04) : 1101 - 1111
  • [4] High probability impulsive noise removal for corrupted images
    Hsiao, JY
    Chen, SY
    [J]. 24TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS, PROCEEDINGS, 2004, : 190 - 194
  • [5] Removal of Random-Valued Impulsive Noise from Corrupted Images
    Civicioglu, Pinar
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (04) : 2097 - 2104
  • [6] Algorithms for impulse noise removal from corrupted color images
    Kober V.
    Mozerov M.
    Álvarez-Borrego J.
    Ovseyevich I.A.
    [J]. Pattern Recognition and Image Analysis, 2007, 17 (1) : 125 - 130
  • [7] Automatic removal of impulse noise from highly corrupted images
    Kober, V
    Mozerov, M
    Alvarez-Borrego, J
    [J]. PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS AND APPLICATIONS, PROCEEDINGS, 2005, 3773 : 34 - 41
  • [8] Robust enhancement technique for color images corrupted by impulsive noise
    Smolka, Bogdan
    Nalepa, Jakub
    Kawulok, Michal
    Cyganek, Boguslaw
    [J]. REAL-TIME IMAGE AND VIDEO PROCESSING 2018, 2018, 10670
  • [9] Impulsive noise filtering based on noise detection in corrupted digital color images
    Kwanghoon Sohn
    Kyu-Cheol Lee
    Jungeun Lim
    [J]. Circuits, Systems and Signal Processing, 2001, 20 : 643 - 654
  • [10] Impulsive noise filtering based on noise detection in corrupted digital color images
    Sohn, K
    Lee, KC
    Lim, J
    [J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2001, 20 (06) : 643 - 654
12345