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
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