Title :
Enhanced Edge-Weighted Image Interpolation Algorithm
Author :
Kim, Heechang ; Jin, Soonjong ; Yang, Siyoung ; Jeong, Jechang
Author_Institution :
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul
Abstract :
In this paper, we propose a new interpolation algorithm based on edge-weighted method, which improves the bilinear interpolation method. The conventional bilinear interpolation has a serious problem which is the blurring artifact crumbling the edge components. In this paper, the edge-weighted image (EWI) interpolation algorithm, which enhances the edge components, is proposed. In the experimental results, not only did the EWI interpolation exhibit much better subjective qualities of the images than conventional bilinear interpolation, but also improved objective qualities.
Keywords :
edge detection; image enhancement; image reconstruction; interpolation; bilinear interpolation method; blurring artifact; edge component enhancement; edge components; enhanced edge-weighted image interpolation algorithm; image quality; image reconstruction; Hybrid intelligent systems; Image edge detection; Image processing; Image reconstruction; Image resolution; Interpolation; PSNR; Pixel; Polynomials; bilinear interpolation; cubic polynomial interpolation; edge; enhancement;
Conference_Titel :
Hybrid Intelligent Systems, 2008. HIS '08. Eighth International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-0-7695-3326-1
Electronic_ISBN :
978-0-7695-3326-1
DOI :
10.1109/HIS.2008.27