DocumentCode
1188479
Title
JBEAM: multiscale curve coding via beamlets
Author
Huo, Xiaoming ; Chen, Jihong
Author_Institution
Sch. of ISyE, Georgia Inst. of Technol., Atlanta, GA, USA
Volume
14
Issue
11
fYear
2005
Firstpage
1665
Lastpage
1677
Abstract
A multiscale coder for curves and boundaries is presented. It utilizes a multiscale structure-beamlets-that is designed primarily for linear and curvilinear features. The coder is composed of three main components: 1) a rate-distortion optimized beamlet-based representation, 2) a tree-based coding from a beamlet representation to a symbol stream, and 3) an entropy coder. This coder is named "JBEAM". Taking advantage of its multiscale property, we utilized tree-based coding to make it progressive. The derived coder has a low order of computational complexity. Simulations demonstrate an advantage over the state-of-the-art industrial standard: JBIG 2. A software package, which includes an implementation of JBEAM, is made available. Variations and potential improvements of this method will be discussed. This work may inspire more activities in this line of research, improving curve coding.
Keywords
code standards; data compression; entropy codes; image coding; image representation; linear codes; rate distortion theory; software packages; tree codes; JBEAM; JBIG 2; beamlet-based representation; curvilinear feature; entropy coder; multiscale curve coder; rate-distortion optimization; software package; state-of-the-art industrial standard; symbol stream; tree-based coding; Computational complexity; Computational modeling; Entropy; Image coding; Image segmentation; Nearest neighbor searches; Pixel; Rate-distortion; Shape; Video coding; Beamlet; curve coding; tree-based coding; Algorithms; Artificial Intelligence; Computer Graphics; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Signal Processing, Computer-Assisted; Software;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2005.857273
Filename
1518933
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