Title
Multi-Scale Probabilistic Dithering for Suppressing Banding Artifacts in Digital Images
Abstract
ABSTRACT A method is proposed for reducing the visibility of “band- ing artifacts,” i.e. false contours resulting from color quanti- zation in digital images. The method,performs a multi-scale analysis on the neighborhood of each pixel, determines the presence and scale of banding artifacts, and probabilistically dithers (perturbs) the color of the pixel. The overall effect is to “break down” the false contours making,them less vis- ible. The proposed method may,be used to reduce banding artifacts at the same bit depth as the input image or at higher bit depths. The banding detection mechanism,ensures that artifact-free regions remain unaffected during the process. Index Terms— Banding artifact removal, false contour
Year
DOI
Venue
2007
10.1109/ICIP.2007.4380038
Image Processing, 2007. ICIP 2007. IEEE International Conference
Keywords
Field
DocType
image colour analysis,probability,banding artifacts,banding detection mechanism,color quantization,digital images,false contours,multiscale analysis,multiscale probabilistic dithering,Banding artifact removal,debanding,decontouring,false contour removal
Computer vision,Visibility,Pattern recognition,Computer science,Digital image,Color depth,Artificial intelligence,Pixel,Dither,Probabilistic logic,Color quantization,Color image
Conference
Volume
ISSN
ISBN
4
1522-4880 E-ISBN : 978-1-4244-1437-6
978-1-4244-1437-6
Citations 
PageRank 
References 
2
0.40
6
Authors
3
Name
Order
Citations
PageRank
Sitaram Bhagavathy120.40
Joan Llach260.90
Jiefu Zhai3796.51