TY - JOUR
T1 - A pipelined architecture design for trilateral noise filtering
AU - Kao, Wen Chung
AU - Tai, Hong Shuo
AU - Shen, Chia Pin
AU - Ye, Jia An
AU - Ho, Ng Fa
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=34548829123&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34548829123&partnerID=8YFLogxK
U2 - 10.1109/iscas.2007.378301
DO - 10.1109/iscas.2007.378301
M3 - Conference article
AN - SCOPUS:34548829123
SN - 0271-4310
SP - 3415
EP - 3418
JO - Proceedings - IEEE International Symposium on Circuits and Systems
JF - Proceedings - IEEE International Symposium on Circuits and Systems
M1 - 4253413
T2 - 2007 IEEE International Symposium on Circuits and Systems, ISCAS 2007
Y2 - 27 May 2007 through 30 May 2007
ER -