DocumentCode
1790422
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
fYear
2014
fDate
22-25 June 2014
Firstpage
1
Lastpage
2
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location
JeJu Island
Type
conf
DOI
10.1109/ISCE.2014.6884434
Filename
6884434
Link To Document