Title :
Directionally adaptive cubic-spline interpolation using optimized interpolation kernel and edge orientation for mobile digital zoom system
Author :
Qiqin Dai ; Katsaggelos, Aggelos K. ; Soohwan Yu ; Wonseok Kang ; Jaehwan Jeon ; Joonki Paik
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
Abstract :
This paper presents a novel directionally adaptive cubic-spline interpolation method which is applicable to mobile camera digital zoom systems. The problems of conventional (linear and cubic-spline) and advanced interpolation exhibit blurring and jagging artifacts in the digitally zoomed image. To solve this problem, the proposed method performs directionally adaptive interpolation using the optimal interpolation kernel according to the edge orientation. Experimental results show that the proposed method successfully enlarges images with reduced interpolation artifacts compared with both conventional and advanced interpolation methods. Objective evaluation reveals that the proposed method gives higher peak signal to noise ratio (PSNR) and structural similarity (SSIM) figures.
Keywords :
cameras; edge detection; image restoration; interpolation; PSNR; SSIM figure; advanced interpolation; blurring artifact; conventional interpolation; digitally-zoomed image; directionally-adaptive cubic-spline interpolation method; edge orientation; jagging artifact; linear interpolation; mobile camera digital zoom systems; optimized interpolation kernel; peak signal-to-noise ratio; reduced interpolation artifacts; structural similarity figure; Adaptive systems; Cameras; Image edge detection; Interpolation; Kernel; Mobile communication; PSNR; digital zooming; directionally adaptive interpolation; interpolation kernel estimation;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884434