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Design and Verification of Soft Decision Adaptive Interpolation Modal for Image Interpolation

Author(s):

Dinabandhu Kumar , JEC JABALPUR M.P INDIA

Keywords:

CUDA (Compute Unified Device Architecture), PAR (Pixel Accept Ratio), PEE (Percentage Edge Error), PSNR (Peak Signal to Noises Ratio), NN (Nearest Neighbours)

Abstract

In computer graphics, image interpolation is the process of resizing a digital image. Interpolation is a non-trivial process that involves enhancement in sense of efficiency, smoothness and sharpness. With bitmap graphics, as the size of an image is enlarged, the pixels that form the image become increasingly visible, making the image appear "soft" if pixels are averaged, or jagged if not. Image interpolation methods however, often suffer from high computational costs and unnatural texture interpolation. This work intends to give an efficient algorithm which enhances the LR image to HR with enhanced PSNR and time complexity. The work has been designed and tested on MATLAB 2016 simulator.

Other Details

Paper ID: IJSRDV5I90594
Published in: Volume : 5, Issue : 9
Publication Date: 01/12/2017
Page(s): 924-928

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