DocumentCode
2094516
Title
An Isophote-Oriented Image Interpolation Method
Author
Yi, Zhan ; Minghui, Wang ; Meng, Li
Author_Institution
Coll. of Comput., Sichuan Univ., Chengdu, China
Volume
1
fYear
2008
fDate
20-22 Dec. 2008
Firstpage
723
Lastpage
726
Abstract
This paper presents an isophote-oriented image interpolation method that attempts to produce smooth reconstructions of the image¿s level curves while still maintaining image fidelity. The proposed method employs an interpolation kernel that is obtained by looking for the explicit solution of a nonlinear PDE (partial differential equation). The PDE preserve the local continuation of isophotes (curves of constant intensity). By doing so, the curvature of the interpolated isophotes is reduced, and, thus, zigzagging artifacts are largely suppressed. Moreover, the interpolation techniques can preserve edge sharpness. In addition, the proposed methods can be used irrespective of the magnification factor (MF) and easily implemented due to their simple structure. Experiments show that images interpolated using the proposed method are both visually and quantitatively improved.
Keywords
image reconstruction; interpolation; nonlinear differential equations; partial differential equations; edge sharpness; image fidelity; image level curves; image smooth reconstruction; isophote-oriented image interpolation; magnification factor; nonlinear partial differential equation; Computer science; Digital images; Educational institutions; Image reconstruction; Interpolation; Kernel; Mathematics; PSNR; Paper technology; Partial differential equations; image interpolation; image reconstruction; isophote;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Computational Technology, 2008. ISCSCT '08. International Symposium on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-3746-7
Type
conf
DOI
10.1109/ISCSCT.2008.277
Filename
4731528
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