DocumentCode :
676350
Title :
A high-throughput FPGA architecture for parallel connected components analysis based on label reuse
Author :
Klaiber, Michael J. ; Bailey, Donald G. ; Ahmed, Shehab ; Baroud, Y. ; Simon, Stefan
Author_Institution :
Inst. for Parallel & Distrib. Syst., Univ. of Stuttgart, Stuttgart, Germany
fYear :
2013
fDate :
9-11 Dec. 2013
Firstpage :
302
Lastpage :
305
Abstract :
A memory efficient architecture for single-pass connected components analysis suited for high throughput embedded image processing systems is proposed which achieves a high throughput by partitioning the image into several vertical slices processed in parallel. The low latency of the architecture allows reuse of labels associated with the image objects. This reduces the amount of memory by a factor of more than 5 compared to previous work. This is significant, since memory is a critical resource in embedded image processing on FPGAs.
Keywords :
embedded systems; field programmable gate arrays; image segmentation; CCA; embedded image processing systems; field programmable gate arrays; high-throughput FPGA architecture; image partitioning; label reuse; memory efficient architecture; parallel connected components analysis; single-pass connected components analysis; Algorithm design and analysis; Corporate acquisitions; Field programmable gate arrays; Hardware; Image segmentation; Memory management; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Field-Programmable Technology (FPT), 2013 International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4799-2199-7
Type :
conf
DOI :
10.1109/FPT.2013.6718372
Filename :
6718372
Link To Document :
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