DocumentCode
2022452
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
fYear
2000
fDate
2000
Firstpage
152
Lastpage
157
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology: Coding and Computing, 2000. Proceedings. International Conference on
Conference_Location
Las Vegas, NV
Print_ISBN
0-7695-0540-6
Type
conf
DOI
10.1109/ITCC.2000.844199
Filename
844199
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