Abstract
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Article Information:
Image Resolution Enhancement Using PCA Based Post Filtering
Qiang Guo and Ya Chen
Corresponding Author: Qiang Guo
Submitted: May 19, 2012
Accepted: June 06, 2012
Published: January 11, 2013 |
Abstract:
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In this study an image resolution enhancement method is presented that uses the NEDI method to
generate an initial image. To increase the detail of this initial image, the given low resolution image is fused with it
to achieve a new image. Then the final high resolution image is obtained by using a PCA based filtering to reduce
the distortion of this new image. Experimental results on test images demonstrate that the proposed method provides
competitive performance.
Key words: Distortion reduction, image interpolation, image resolution enhancement, principle component analysis, , ,
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Abstract
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Cite this Reference:
Qiang Guo and Ya Chen, . Image Resolution Enhancement Using PCA Based Post Filtering. Research Journal of Applied Sciences, Engineering and Technology, (02): 602-605.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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