The error-amended sharp edge (EASE) scheme for image zooming

被引:62
作者
Cha, Youngjoon [1 ]
Kim, Seongjai
机构
[1] Sejong Univ, Dept Appl Math, Seoul 143747, South Korea
[2] Mississippi State Univ, Dept Math & Stat, Mississippi State, MS 39762 USA
基金
美国国家科学基金会;
关键词
checkerboard effect; directional Sobel derivative; error-amended sharp edge (EASE) scheme; image zooming; interpolation; interpolation error theorem;
D O I
10.1109/TIP.2007.896645
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a new interpolation method, called the error-amended sharp edge (EASE) scheme, which is a modified bilinear method. In order to remove/reduce interpolation artifacts such as image blur and the checkerboard effect (ringing), EASE tries to amend the interpolation error by employing the classical interpolation error theorem in an edge-adaptive fashion. EASE is applied for image zooming by both integer and noninteger magnification factors. The new interpolation scheme has proved to result in high-resolution images having clearer and sharper edges than linear interpolation methods, for all synthetic and natural images we have tested. EASE can be implemented with ease; it turns out to be similarly efficient as cubic interpolation schemes.
引用
收藏
页码:1496 / 1505
页数:10
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