Title | ||
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Multi-Scale Probabilistic Dithering for Suppressing Banding Artifacts in Digital Images |
Abstract | ||
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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 |
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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 |
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Sitaram Bhagavathy | 1 | 2 | 0.40 |
Joan Llach | 2 | 6 | 0.90 |
Jiefu Zhai | 3 | 79 | 6.51 |