International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



Research Paper | Electronics & Communication Engineering | India | Volume 1 Issue 3, December 2012

Image Resolution Enhancement via Multi Surface Fitting

Anna Poorani.B, Kumaran.N

A new method of image resolution enhancement via multi-surface fitting is proposed. Image resolution generally results in loss of image quality. Therefore image resolution requires interpolation to read between the pixels. By the use of spatial structure information, the idea of multi-surface fitting is implemented. The fusion of multi-sampling values on these surfaces in the maximum a posteriori fashion by fitting low resolution pixels on one surface. The reconstructed high-resolution images preserve image details effectively without any hypothesis on image prior. Although the main concern of image resolution algorithm is to reconstruct HR images from under sampled LR images, it covers image restoration techniques that produce high quality images from noisy, blurred images. Therefore, the goal of image resolution techniques is to restore an HR image from several degraded and aliased LR images. The proposed system provides error-free high resolution for real images.

Keywords: Data fusion, Multi surface fitting, Image resolution enhancement, non-uniform interpolation

Edition: Volume 1 Issue 3, December 2012

Pages: 124 - 128

Share this Article

How to Cite this Article?

Anna Poorani.B, Kumaran.N, "Image Resolution Enhancement via Multi Surface Fitting", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=IJSR121203103, Volume 1 Issue 3, December 2012, 124 - 128

40 PDF Views | 39 PDF Downloads

Download Article PDF

Similar Articles with Keyword 'Data fusion'

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2199 - 2202

Wireless Ranging Performance Improvement Technique

Neethu Verjisen, Ajily Rachel Varghese

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 1 Issue 3, December 2012

Pages: 124 - 128

Image Resolution Enhancement via Multi Surface Fitting

Anna Poorani.B, Kumaran.N

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 231 - 234

Multi-Scale DWT Approach for Image Fusion

Shivika Grover, Deepti Garg

Share this Article

Informative Article, Electronics & Communication Engineering, India, Volume 6 Issue 8, August 2017

Pages: 146 - 150

Mobile Agriculture Automation System

Piyush Jaiswal, Ankit Jalgaonkar, Rohit Nair, Avi Noronha

Share this Article

Similar Articles with Keyword 'Image resolution enhancement'

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 735 - 739

Resolution Enhancement of Satellite Image Using DT-CWT and EPS

Y. Haribabu, Shaik. Taj Mahaboob, Dr. S. Narayana Reddy

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 288 - 291

Conversion of Low Resolution Video into High Resolution Video using Super-resolution in Wavelet Domain

Tanuja J Salunke, V. B. Baru

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 1 Issue 3, December 2012

Pages: 124 - 128

Image Resolution Enhancement via Multi Surface Fitting

Anna Poorani.B, Kumaran.N

Share this Article



Top