Data-dependent median filtering with multi-windows for restoration of images corrupted by high probability impulsive noise

被引：0

作者：

Ishii, H ^{[1
]}

Taguchi, A ^{[1
]}

Okano, M ^{[1
]}

Sone, M ^{[1
]}

机构：

[1] Musashi Inst Technol, Dept Elect & Elect Engn, Setagaya Ku, Tokyo 1588557, Japan

来源：

PROCEEDINGS OF THE IEEE-EURASIP WORKSHOP ON NONLINEAR SIGNAL AND IMAGE PROCESSING (NSIP'99) | 1999年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We propose a novel data-dependent median filtering method in order to restore images which are corrupted by 10similar to50% probability impulsive noise. Even if the image which is corrupted by high probability impulsive noise, the degree of impulsive noise is not uniform at each local window. Thus, the suitable window length is changed at each the processed point. And if the processed point is not corrupted by impulsive noise, input signal should be not filtered in order to preserve signal details. From these points of view, the proposed filter combines median filters with multi-windows (1x1 window is included) for preserving the signal details and removing impulsive noise perfectly.

引用

页码：806 / 810

页数：5

共 10 条

[1] Data-dependent median filtering with multiple windows for restoration of images corrupted by high-probability impulsive noise
Ishii, H
Taguchi, A
Okano, M
Sone, M
ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 2002, 85 (09): : 43 - 57
[2] Iterative median filtering for restoration of images with impulsive noise
Forouzan, AR
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ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3, 2003, : 232 - 235
[3] High probability impulsive noise removal for corrupted images
Hsiao, JY
Chen, SY
24TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS, PROCEEDINGS, 2004, : 190 - 194
[4] Data-dependent weighted median filtering with motion information for image sequence restoration
Meguro, M
Taguchi, A
Hamada, N
NONLINEAR IMAGE PROCESSING X, 1999, 3646 : 228 - 239
[5] Data-dependent weighted median filtering with robust motion information for restoring image sequence degraded by additive Gaussian and impulsive noise
Meguro, Mitsuhiko
Taguchi, Akira
Hamada, Nozomu
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2001, (02) : 432 - 440
[6] Data-dependent weighted median filtering with robust motion information for restoring image sequence degraded by additive Gaussian and impulsive noise
Meguro, M
Taguchi, A
Hamada, N
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2001, E84A (02): : 432 - 440
[7] Restoration method of images corrupted by high probability impulse noise by using fuzzy technique
Okano, M
Taguchi, A
Sone, M
2000 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I-III, 2000, : 244 - 247
[8] A Decision based Switching Median Filter for Restoration of Images Corrupted by High Density Impulse Noise
Priestley, J. Jezebel
Nandhini, V.
Elamaran, V.
2015 INTERNATIONAL CONFERENCE ON ROBOTICS, AUTOMATION, CONTROL AND EMBEDDED SYSTEMS (RACE), 2015,
[9] An Improved Directional Weighted Median Filter for Restoration of Images Corrupted with High Density Impulse Noise
Shukla, Awanish Kumar
Bhateja, Vikrant
Verma, R. L.
Alam, Mohd. Sanawer
PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON RELIABILTY, OPTIMIZATION, & INFORMATION TECHNOLOGY (ICROIT 2014), 2014, : 506 - 511
[10] Frequency-domain-based switching median filter for the "restoration of images corrupted with high-density periodic noise
Varghese, J.
SCIENTIA IRANICA, 2017, 24 (03) : 1312 - 1324

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