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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Simulation of Image resolution using LBP and NSCT in MATLAB |
| Authors Name: | Ms. Ashvini Ambalal Patil , Prof. S. P. Patil |
| Unique Id: | IJSDR1604019 |
| Published In: | Volume 1 Issue 4, April-2016 |
| Abstract: | In this paper, we present a novel learning based technique to enhance spatial resolution of a low resolution observation using a database containing low resolution (LR) images and corresponding high resolution (HR) versions using LBP and NSCT.The local binary pattern operator is an image operator which transforms an image into an array or image of integer labels describing small-scale appearance of the image. These labels or their statistics, most commonly the histogram, are then used for further image analysis. The most widely used versions of the operator are designed for monochrome still images but it has been extended also for color (multi channel) images. We obtain high resolution version for the given LR test image by learning non-subsampled contourlet transform coefficients of HR images given in the training database. The proposed technique has been tested on various real world natural images. |
| Keywords: | LBP(Local Bit pattern),Non-Subsampled Contourlet Transform (NSCT),Super-Resolution (SR) |
| Cite Article: | "Simulation of Image resolution using LBP and NSCT in MATLAB", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.1, Issue 4, page no.99 - 103, April-2016, Available :http://www.ijsdr.org/papers/IJSDR1604019.pdf |
| Downloads: | 000337070 |
| Publication Details: | Published Paper ID: IJSDR1604019 Registration ID:160109 Published In: Volume 1 Issue 4, April-2016 DOI (Digital Object Identifier): Page No: 99 - 103 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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