Robust Lee local statistic filter for removal of mixed multiplicative and impulse noise

Nikolay N. Ponomarenko; Vladimir V. Lukin; Karen O. Egiazarian; Jaakko T. Astola

doi:10.1117/12.529123

28 May 2004 Robust Lee local statistic filter for removal of mixed multiplicative and impulse noise

Nikolay N. Ponomarenko, Vladimir V. Lukin, Karen O. Egiazarian, Jaakko T. Astola

Proceedings Volume 5298, Image Processing: Algorithms and Systems III; (2004) https://doi.org/10.1117/12.529123
Event: Electronic Imaging 2004, 2004, San Jose, California, United States

Abstract

A robust version of Lee local statistic filter able to effectively suppress the mixed multiplicative and impulse noise in images is proposed. The performance of the proposed modification is studied for a set of test images, several values of multiplicative noise variance, Gaussian and Rayleigh probability density functions of speckle, and different characteris-tics of impulse noise. The advantages of the designed filter in comparison to the conventional Lee local statistic filter and some other filters able to cope with mixed multiplicative+impulse noise are demonstrated.

Citation Download Citation

Nikolay N. Ponomarenko, Vladimir V. Lukin, Karen O. Egiazarian, and Jaakko T. Astola "Robust Lee local statistic filter for removal of mixed multiplicative and impulse noise", Proc. SPIE 5298, Image Processing: Algorithms and Systems III, (28 May 2004); https://doi.org/10.1117/12.529123

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
11 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image filtering

Digital filtering

Optical filters

Image processing

Filtering (signal processing)

Speckle

Nonlinear filtering

Show All Keywords

Keywords/Phrases

Search In:

Publication Years