Title :
A New Orientation-Adaptive Interpolation Method
Author :
Wang, Qing ; Ward, Rabab Kreidieh
Author_Institution :
Microsoft Corp., Redmond, WA
fDate :
4/1/2007 12:00:00 AM
Abstract :
We propose an isophote-oriented, orientation-adaptive interpolation method. The proposed method employs an interpolation kernel that adapts to the local orientation of isophotes, and the pixel values are obtained through an oriented, bilinear interpolation. We show that, by doing so, the curvature of the interpolated isophotes is reduced, and, thus, zigzagging artifacts are largely suppressed. Analysis and experiments show that images interpolated using the proposed method are visually pleasing and almost artifact free
Keywords :
image resolution; interpolation; bilinear interpolation; bilinearly interpolating child pixel; image interpolation; isophote-oriented interpolation method; orientation-adaptive interpolation method; zigzagging artifacts; Advertising; Degradation; Digital photography; Image analysis; Interpolation; Kernel; Partial differential equations; Pixel; Printing; TV; Curvature; directional interpolation; image interpolation; isophote; zigzagging; Algorithms; Artifacts; Image Enhancement; Image Interpretation, Computer-Assisted; Numerical Analysis, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2007.891794