DocumentCode :
3180475
Title :
A piecewise linear convolution interpolation with third-order approximation for real-time image processing
Author :
Lin, Chung-chi ; Liaw, Chishyan ; Tsai, Ching-Tsorng
Author_Institution :
Dept. of Comput. Sci., Tunghai Univ., Taichung, Taiwan
fYear :
2010
fDate :
10-13 Oct. 2010
Firstpage :
3632
Lastpage :
3637
Abstract :
This paper presents a high-performance architecture of a piecewise linear convolution interpolation for digital image. The kernel of the proposed method is built up of piecewise linear polynomial and approximates the ideal sinc-function in interval [-2, 2]. The proposed architecture reduces the computational complexity of generating weighting coefficients and provides a simple hardware architecture design, low computation cost and is easy to meet real-time requirement. The architecture is implemented on the Virtex-II FPGA, and the VLSI architecture has been successfully designed and implemented with TSMC 0.13μm standard cell library. The simulation results indicate that the interpolation quality of the proposed architecture is better than cubic convolution interpolations mostly, which is able to process various-ratio image scaling for HDTV in real-time.
Keywords :
VLSI; approximation theory; computational complexity; convolution; high definition television; image processing; interpolation; polynomials; HDTV; TSMC; VLSI architecture; Virtex-II FPGA; computational complexity; high-performance architecture; image scaling; piecewise linear convolution interpolation; piecewise linear polynomial; real-time image processing; third-order approximation; Generators; Gold; Real time systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
ISSN :
1062-922X
Print_ISBN :
978-1-4244-6586-6
Type :
conf
DOI :
10.1109/ICSMC.2010.5641886
Filename :
5641886
Link To Document :
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