CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 9631 > Article
Paper
6 July 2015 Weighted bilateral filtering using relative difference between pixels
Li Ma, Yu-qi Zhang, Bin-bin Hu, Ming-yang Zheng
Author Affiliations +
Proceedings Volume 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015); 96310R (2015) https://doi.org/10.1117/12.2197143
Event: Seventh International Conference on Digital Image Processing (ICDIP15), 2015, Los Angeles, United States
Abstract
The similarity measurement of the bilateral filtering can’t indicate the difference between pixels accurately in the dense texture region. It causes the smoothing effect seriously, thereby reducing the edge preserving properties of the bilateral filtering. This paper presents a new weighted function of the bilateral filtering. It involves an additional range kernel using the relative difference between pixels. The range kernel operates differently by acting on the pixel gray intensities or colors. And it uses the reciprocal kernel for the approximation of the standard Gaussian weight value. Experimental results suggest that it significantly preserves more details than the classical bilateral filtering in edge or dense texture regions.
© (2015) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Li Ma, Yu-qi Zhang, Bin-bin Hu, and Ming-yang Zheng "Weighted bilateral filtering using relative difference between pixels", Proc. SPIE 9631, Seventh International Conference on Digital Image Processing (ICDIP 2015), 96310R (6 July 2015); https://doi.org/10.1117/12.2197143
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
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
 5 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Image filtering
Digital filtering
Optical filters
Nonlinear filtering
Electronic filtering
Detection and tracking algorithms
Image restoration
RELATED CONTENT
Adaptive multivariate smoothing of satellite image data
Proceedings of SPIE (November 17 1995)
Directional moving averaging interpolation for bilinear texture mapping
Proceedings of SPIE (September 16 1994)
Vector median-rational hybrid filters
Proceedings of SPIE (June 22 1999)
A variety of multichannel sigma filters
Proceedings of SPIE (October 09 2003)
Denoising robust image filter with retention of small size details...
Proceedings of SPIE (January 04 2002)
Detail-preserving noise filtering using binary index
Proceedings of SPIE (March 13 1996)
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top