DocumentCode
1239998
Title
The eidochromatic transform for color-image coding
Author
Popovici, Irina ; Withers, Wm Douglas
Author_Institution
Dept. of Math., United States Naval Acad., Annapolis, MD, USA
Volume
14
Issue
3
fYear
2005
fDate
3/1/2005 12:00:00 AM
Firstpage
334
Lastpage
342
Abstract
We introduce the eidochromatic transform as a tool for improved lossy coding of color images. Many current image-coding formats (such as JPEG 2000) utilize both a color-component transform (relating values of different image components at a single location) and a wavelet or other spatial transform (relating values of a single-image component at proximate, but different image locations). The eidochromatic transform further reduces redundancy by relating image values simultaneously across color components and in the two spatial dimensions. Our approach is to introduce an additional transform step following the color-component and spatial transforms. In tests, this step reduced the overall static entropy of the chrominance components of quantized transformed images by up to 40% or more. Combined with JPEG 2000´s modeling and coding method, the eidochromatic transform was found to reduce the size of lossily coded color images by up to 27% overall.
Keywords
entropy; image coding; image colour analysis; transform coding; wavelet transforms; color-component; color-image coding; eidochromatic transform; spatial transform; static entropy; wavelet transform; Discrete transforms; Discrete wavelet transforms; Entropy; Image analysis; Image coding; Image color analysis; Mathematics; PSNR; Redundancy; Wavelet transforms; Algorithms; Artificial Intelligence; Color; Colorimetry; Computer Graphics; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2004.840697
Filename
1395989
Link To Document