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Color Image Compression Using Block Singular Value Decomposition
- Source :
- Applied Mechanics and Materials. :2122-2125
- Publication Year :
- 2013
- Publisher :
- Trans Tech Publications, Ltd., 2013.
-
Abstract
- This paper looks at the application of Singular Value Decomposition (SVD) to color image compression. Based on the basic principle and characteristics of SVD, combined with the image of the matrix structure. A block SVD-based image compression scheme is demonstrated and the usage feasibility of Block SVD-based image compression is proved.
- Subjects :
- Mathematical analysis
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
MathematicsofComputing_NUMERICALANALYSIS
General Medicine
Computer Science::Numerical Analysis
Block Truncation Coding
Color image compression
Image (mathematics)
InformationSystems_GENERAL
Matrix (mathematics)
Computer Science::Computer Vision and Pattern Recognition
Computer Science::Multimedia
Singular value decomposition
Algorithm
Block (data storage)
Mathematics
Image compression
Color Cell Compression
Subjects
Details
- ISSN :
- 16627482
- Database :
- OpenAIRE
- Journal :
- Applied Mechanics and Materials
- Accession number :
- edsair.doi...........58f4912de6ba32320c69deb5f2238b5a
- Full Text :
- https://doi.org/10.4028/www.scientific.net/amm.303-306.2122