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
  • [21] Removal of impulsive noise from color images with cascade switching algorithm
    Ruchay, Alexey
    Kober, Anastasia
    Kolpakov, Vladimir
    Makovetskaya, Tatyana
    [J]. APPLICATIONS OF DIGITAL IMAGE PROCESSING XLI, 2018, 10752
  • [22] Fast switching filter for impulsive noise removal from color images
    Celebi, M. Emre
    Kingravi, Hassan A.
    Uddin, Bakhtiyar
    Aslandogan, Y. Alp
    [J]. JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2007, 51 (02) : 155 - 165
  • [23] Similarity based impulsive noise removal in color images
    Smolka, B
    Plataniotis, KN
    Lukac, R
    Venetsanopoulos, AN
    [J]. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I, PROCEEDINGS, 2003, : 585 - 588
  • [24] Fast detection and impulsive noise removal in color images
    Smolka, B
    Chydzinski, A
    [J]. REAL-TIME IMAGING, 2005, 11 (5-6) : 389 - 402
  • [25] Similarity based impulsive noise removal in color images
    Smolka, B
    Plataniotis, KN
    Lukac, R
    Venetsanopoulos, AN
    [J]. 2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS, 2003, : 105 - 108
  • [26] Progressive switching median filter for the removal of impulse noise from highly corrupted images
    Wang, Z
    Zhang, D
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 1999, 46 (01) : 78 - 80
  • [27] Simple Adaptive Median Filter for the Removal of Impulse Noise from Highly Corrupted Images
    Ibrahim, Haidi
    Kong, Nicholas Sia Pik
    Ng, Theam Foo
    [J]. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2008, 54 (04) : 1920 - 1927
  • [28] A novel improved median filter for the removal of impulse noise from highly corrupted images
    Li, Shutao
    Wang, Yaonan
    [J]. Advances in Modeling and Analysis B, 2002, 45 (3-4): : 61 - 71
  • [29] Reduced Ordering Technique of Impulsive Noise Removal in Color Images
    Smolka, Bogdan
    Malik, Krystyna
    [J]. COMPUTATIONAL COLOR IMAGING, CCIW 2013, 2013, 7786 : 296 - 310
  • [30] Impulsive noise removal using interpolation technique in color images
    Wakabayashi, Y
    Taguchi, A
    [J]. ISPACS 2005: PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, 2005, : 145 - 148
12345