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