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Construction of Optimal Multiwavelet and Its Application in Image Denoising
- Source :
- 2009 Second International Workshop on Computer Science and Engineering.
- Publication Year :
- 2009
- Publisher :
- IEEE, 2009.
-
Abstract
- In the application of multiwavelet in image processing, the properties such as orthogonality, symmetry, vanishing moment, regularity, optimum time-frequency resolution (OPTFR) are very important. Through the algorithm we designed that synthetically used the method of parameterization, genetic algorithm and compound Simpson formula, we constructed multiwavelets which are better than the present ones in those properties. Application in image processing showed that the denoising performance of some of our multiwavelets are better than the best multiwavelets of Jiang’s J_EX2 and CL when dealing with smooth image and texture image.
- Subjects :
- business.industry
Noise reduction
Wavelet transform
Image processing
Computer Science::Numerical Analysis
Image (mathematics)
Time–frequency analysis
Orthogonality
Computer Science::Computer Vision and Pattern Recognition
Genetic algorithm
Computer vision
Artificial intelligence
business
Algorithm
Image resolution
Mathematics
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2009 Second International Workshop on Computer Science and Engineering
- Accession number :
- edsair.doi...........a4d8755c450dbf4a1c5dea151419bd3b
- Full Text :
- https://doi.org/10.1109/wcse.2009.796