文章基本信息

标题：Content adaptive single image interpolation based super resolution of compressed images
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作者：Amanjot Singh ; Jagroop Singh
期刊名称：International Journal of Electrical and Computer Engineering
电子版ISSN：2088-8708
出版年度：2020
卷号：10
期号：3
页码：3014-3021
DOI：10.11591/ijece.v10i3.pp3014-3021
出版社：Institute of Advanced Engineering and Science (IAES)
摘要：Image Super resolution is used to upscale the low resolution Images. It is also known as image upscaling .This paper focuses on upscaling of compressed images based on Interpolation techniques. A content adaptive interpolation method of image upscaling has been proposed. This interpolation based scheme is useful for single image based Super-resolution (SR) methods .The presented method works on horizontal, vertical and diagonal directions of an image separately and it is adaptive to the local content of an image. This method relies only on single image and uses the content of the original image only; therefore the proposed method is more practical and realistic. The simulation results have been compared to other standard methods with the help of various performance matrices like PSNR, MSE, MSSIM etc. which indicates the preeminence of the proposed method.
关键词：High resolution;Image upscaling;Interpolation;Low resolution;Super resolution