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LOW-LATENCY CONNECTED COMPONENT LABELING USING AN FPGA.

Authors :
ITO, YASUAKI
NAKANO, KOJI
Bordim, J. L.
Source :
International Journal of Foundations of Computer Science; Jun2010, Vol. 21 Issue 3, p405-425, 21p, 12 Diagrams, 2 Charts, 1 Graph
Publication Year :
2010

Abstract

Connected component labeling is a process that assigns unique labels to the connected components of a binary image. The main contribution of this paper is to present a low-latency hardware connected component labeling algorithm for k-concave binary images designed and implemented in FPGA. Pixels of a binary image are given to the FPGA in raster order, and the resulting labels are also output in the same order. The advantage of our labeling algorithm is low latency and to use a small internal storage of the FPGA. We have implemented our hardware labeling algorithm in an Altera Stratix Family FPGA, and evaluated the performance. The implementation result shows that for a 10-concave binary image of 2048 × 2048, our connected component labeling algorithm runs in approximately 70ms and its latency is approximately 750µs. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01290541
Volume :
21
Issue :
3
Database :
Complementary Index
Journal :
International Journal of Foundations of Computer Science
Publication Type :
Academic Journal
Accession number :
51282296
Full Text :
https://doi.org/10.1142/S0129054110007337