ISSN: 2349-5162

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Published in:

Volume 2 Issue 7
July-2015
eISSN: 2349-5162

Unique Identifier

JETIR1507044

Page Number

3234-3240

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Title

A novel approach for enhancing quality of video using MMSE method

ISSN

2349-5162

Cite This Article

"A novel approach for enhancing quality of video using MMSE method", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 7, page no.3234-3240, July-2015, Available :http://www.jetir.org/papers/JETIR1507044.pdf

Abstract

Abstract: Super-resolution (SR) is the term used to define the process of estimating a high resolution (HR) image or a set of HR images from a set of low resolution (LR) observations. In this paper we propose a SR algorithm, based on the maximum a posteriori (MAP) framework. These algorithms utilize a new multichannel image prior model, along with the state-of-the art image prior and observation models. Numerical experiments comparing the proposed algorithms, demonstrate the advantages of the adopted multi channel approach.

Key Words

Maximum a posteriori (MAP) framework, multi channel prior, observation model, parameter estimation, super-resolution, video applications.

Cite This Article

"A novel approach for enhancing quality of video using MMSE method", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3234-3240, July-2015, Available at : http://www.jetir.org/papers/JETIR1507044.pdf

Publication Details

Published Paper ID: JETIR1507044
Registration ID: 150648
Published In: Volume 2 | Issue 7 | Year July-2015
DOI (Digital Object Identifier):
Page No: 3234-3240
ISSN Number: 2349-5162

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Cite This Article

"A novel approach for enhancing quality of video using MMSE method", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3234-3240, July-2015, Available at : http://www.jetir.org/papers/JETIR1507044.pdf




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