Title :
A Pipelined Architecture Design for Trilateral Noise Filtering
Author :
Kao, Wen-Chung ; Tai, Hong-Shuo ; Shen, Chia-Pin ; Ye, Jia-An ; Ho, Hong-Fa
Author_Institution :
Dept. of Ind. Educ., Nat. Taiwan Normal Univ., Taipei
Abstract :
The trilateral noise filter is capable of reducing both Gaussian and impulse image noise. The filter combines domain filter, range filter, and rank-ordered absolute differences (ROAD) measurement into an integrated weighting function. The main issue of applying such a powerful noise filter on real-time imaging systems is that its time complexity is extremely high. A possible way to remedying the problem is designing a dedicated hardware accelerator. In this paper, we propose a new pipelined architecture design for trilateral noise filtering. By using a bitwise operation for ROAD calculation and piecewise linear approximation for exponential function evaluation, the performance of these two time consuming operations are improved dramatically. The proposed architecture has been verified on a Xilinx FPGA board, and the system clock of this design can achieve 96.5 MHz which can process 4 MPixels/second.
Keywords :
filters; piecewise linear techniques; pipeline arithmetic; domain filter; exponential function evaluation; hardware accelerator; integrated weighting function; piecewise linear approximation; pipelined architecture design; range filter; rank-ordered absolute differences measurement; real-time imaging systems; trilateral noise filtering; Circuits; Filtering; Filters; Gaussian noise; Hardware; Noise reduction; Photometry; Piecewise linear approximation; Real time systems; Sorting;
Conference_Titel :
Circuits and Systems, 2007. ISCAS 2007. IEEE International Symposium on
Conference_Location :
New Orleans, LA
Print_ISBN :
1-4244-0920-9
Electronic_ISBN :
1-4244-0921-7
DOI :
10.1109/ISCAS.2007.378301