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Abstract
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Article Information:
Performance Analysis of Modified Nonsubsampled Contourlet Transform for Image Denoising
H. Devanna and G.A.E. Satish Kumar
Corresponding Author: H. Devanna
Submitted: 2011 March, 16
Accepted: 2011 May, 18
Published: 2011 July, 25 |
Abstract:
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In this study, we develop modified Nonsubsampled Contourlet Transform (NSCT). The construction
of NSCT is based on new nonsubsampled pyramid structure and Nonsubsampled Directional Filters (NSDF).
The result is improved in flexible multiage, multidirectional and shift invariant image decomposition that can
be effectively implemented through Matlab. The modified NSCT, it proposed to distinguish noise and edge
effectively. So we assess the performance of the modified NSCT in image denoising applications. In this
application the NSCT compares favorably to other existing method.
Key words: Contourlet transform, modified nonsubsampled contourlet transform, image denoising, nonsubsampled directional filter banks, multidirectional decomposition, ,
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Abstract
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Cite this Reference:
H. Devanna and G.A.E. Satish Kumar, . Performance Analysis of Modified Nonsubsampled Contourlet Transform for Image Denoising. Research Journal of Applied Sciences, Engineering and Technology, (07): 589-595.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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