Title :
Implementation image data convolutions operations in FPGA reconfigurable structures for real-time vision systems
Author :
Wiatr, Kazimierz ; Jamro, Ernest
Author_Institution :
Inst. of Electron., AGH Tech. Univ. of Cracow, Poland
Abstract :
In this paper different architectures for real time image constant coefficients convolutions are considered. Accordingly, look-up-table (LUT) based multiplication/convolution, LUT based distributed arithmetic (DA) convolution and multiplierless convolution (MC) implementations into FPGA structures has been investigated. In one result, the choice between these architectures depends on given coefficients values, however in most cases the MC preferable. Furthermore the change of coefficient values in real-time systems is also considered. This work is a contribution to worldwide intense research on developing reconfigurable and user dedicated custom computing machines (CCM)
Keywords :
computer vision; convolution; distributed arithmetic; field programmable gate arrays; real-time systems; reconfigurable architectures; table lookup; 2D FIR filtering; FPGA reconfigurable structures; convolution implementation; distributed arithmetic; image data convolution; look-up-table; multiplication/convolution; multiplierless convolution implementation; real time image constant coefficients convolution; real-time vision systems; reconfigurable custom computing machines; user dedicated custom computing machines; Arithmetic; Digital images; Field programmable gate arrays; Filtering; Finite impulse response filter; Image processing; Machine vision; Pixel; Real time systems; Table lookup;
Conference_Titel :
Information Technology: Coding and Computing, 2000. Proceedings. International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
0-7695-0540-6
DOI :
10.1109/ITCC.2000.844199