Home            Contact us            FAQs
    
      Journal Home      |      Aim & Scope     |     Author(s) Information      |      Editorial Board      |      MSP Download Statistics

     Research Journal of Applied Sciences, Engineering and Technology

    Abstract
2013(Vol.5, Issue:02)
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:
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, , ,
Abstract PDF HTML
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.
ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
Submit Manuscript
   Information
   Sales & Services
Home   |  Contact us   |  About us   |  Privacy Policy
Copyright © 2024. MAXWELL Scientific Publication Corp., All rights reserved