Non-local image interpolation

被引：9

作者：

Luong, Hiep Quang ^{[1
]}

Ledda, Alessandro ^{[1
]}

Philips, Wilfried ^{[1
]}

机构：

[1] Univ Ghent, Dept Telecommun & Informat Proc, St Pietersnieuwstr 41, B-9000 Ghent, Belgium

来源：

2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS | 2006年

关键词：

interpolation; image resolution;

D O I：

10.1109/ICIP.2006.312429

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we present a novel method for interpolating images and we introduce the concept of non-local interpolation. Unlike other conventional interpolation methods, the estimation of the unknown pixel values is not only based on its local surrounding neighbourhood, but on the whole image (non-locally). In particularly, we exploit the repetitive character of the image. A great advantage of our proposed approach is that we have more information at our disposal, which leads to better estimates of the unknown pixel values. Results show the effectiveness of non-local interpolation and its superiority at very large magnifications to other interpolation methods.

引用

页码：693 / +

页数：2

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