Two Dimensional Systolic Adaptive DLMS FIR Filters for Image Processing on FPGA
محل انتشار: بیستمین کنفرانس مهندسی برق ایران
سال انتشار: 1391
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 1,494
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شناسه ملی سند علمی:
ICEE20_473
تاریخ نمایه سازی: 14 مرداد 1391
چکیده مقاله:
The aim of this paper is to hardware description and implementing of adaptive digital one- dimensional (1-D) and twodimensional (2-D) Finite Impulse Response (FIR) filters on FieldProgrammable Gate Array (FPGA) technology. The 2-D adaptive filter is particularly employed for image processing applicationsand a typical adaptive image noise cancellation application is considered. The delayed least mean square (DLMS) algorithm isused for updating filter weights in dynamic unknown environments. Some cell processors consisting a tree based systolic architecture are employed for improving speed of proposed 2-D filter for noisyimage processing. The VHDL hardware description language is employed for modeling and hardware description of differentschemes of filtering applications. The obtained results from the QUARTUS II tool on STRATIX II EP2S15F484C3 chip fromALTERA Inc. demonstrate a satisfactory performance of 2-D adaptive FIR filter for image noise cancellation in some wellknown image test-bench
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نویسندگان
Hesam Ariyadoost
Chamran University, Ahvaz, Iran
Yousef S. Kavian
Chamran University, Ahvaz, Iran
Karim Ansari-Asl
Chamran University, Ahvaz, Iran