ISSN: 2349-5162

JETIREXPLORE- Search Thousands of research papers



Published in:

Volume 2 Issue 5
May-2015
eISSN: 2349-5162

Unique Identifier

JETIR1505059

Page Number

1663-1670

Share This Article


Title

Single Image Super-resolution using Regularization based on DCT Fusion Technique

ISSN

2349-5162

Cite This Article

"Single Image Super-resolution using Regularization based on DCT Fusion Technique", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 5, page no.1663-1670, May-2015, Available :http://www.jetir.org/papers/JETIR1505059.pdf

Abstract

Super-resolution (SR) is the most popular area in Image processing and it was obtaining a high-resolution image from Low-resolution blurry/noisy, motion blur image, multi-focused images, etc. Regularization is use in SR for making the image sharp and smooth without noise. Single image SR using Regularization with fusion proposed for multi-focused images and noisy images. A proposed system is present combination of two different approaches to solving noise, ill-posed and unfocused problem of images. Regularization based SR completed in three steps are Registration, interpolation, and Regularization and it will improve quality, reduce time-complexity. In this paper the experimental results describe feasibility and effectiveness of proposed approach. It will increase peak signal ratio, remove artifacts, work for the whole area of the image and increased a quality of an image for the human visualization purpose. Based on performance analysis and experimental results, we can prove that our proposed methodology efficient and reliable for improving performance than the other Super-resolution methods.

Key Words

Regularization, Blur metric, Likelihood estimation, Fusion, Interpolation, Super-resolution.

Cite This Article

"Single Image Super-resolution using Regularization based on DCT Fusion Technique", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 5, page no. pp1663-1670, May-2015, Available at : http://www.jetir.org/papers/JETIR1505059.pdf

Publication Details

Published Paper ID: JETIR1505059
Registration ID: 150502
Published In: Volume 2 | Issue 5 | Year May-2015
DOI (Digital Object Identifier):
Page No: 1663-1670
ISSN Number: 2349-5162

Download Paper

Preview Article

Download Paper




Cite This Article

"Single Image Super-resolution using Regularization based on DCT Fusion Technique", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 5, page no. pp1663-1670, May-2015, Available at : http://www.jetir.org/papers/JETIR1505059.pdf




Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

0001456

Print This Page