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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 115
Article Submitted : 19688
Article Published : 8087
Total Authors : 21392
Total Reviewer : 770
Total Countries : 147
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| Paper Title: | DESIGN AND VERIFICATION OF NEWTON RAPSON REGRESSION (NRR) BASED IMAGE INTERPOLATION METHODS |
| Authors Name: | Shubhra Pal , Neeta Nathani |
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| Author Reg. ID: |
IJRTI_180524
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| Published Paper Id: | IJRTI1810009 |
| Published In: | Volume 3 Issue 10, October-2018 |
| DOI: | |
| Abstract: | The proposed work proposes a unique edge-adaptive image interpolation method using an edge-directed smoothness filter. Many image interpolation techniques are already been developed and designed we are proposing a new method is been used for edge-adaptive image interpolation which uses Newton forward difference. This difference provides very good grouping of pixels ones we consider target pixel for interpolation Proposed approach estimates the enlarged image from the original image based on an observation model. The estimated image is constrained to have many edge-directed smooth pixels which are measured by using the edge-directed smoothness filter. Simulation results for the work is developed using MATLAB and produces images with higher visual quality, higher PSNRs and faster computational times than the conventional methods |
| Keywords: | PSNR(Peak Signal to Noise Ratio), MSE( Mean Square Error), PEE(Percentage Edge Error) HSV( Hue Saturation and Value), MF( Magnification Factor), NN(Nearest Nabors) |
| Cite Article: | "DESIGN AND VERIFICATION OF NEWTON RAPSON REGRESSION (NRR) BASED IMAGE INTERPOLATION METHODS", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.3, Issue 10, page no.50 - 54, October-2018, Available :http://www.ijrti.org/papers/IJRTI1810009.pdf |
| Downloads: | 000205218 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI1810009
Registration ID:180524
Published In: Volume 3 Issue 10, October-2018
DOI (Digital Object Identifier):
Page No: 50 - 54 Country: jabalpur, MP, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1810009 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1810009 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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