DocumentCode :
152420
Title :
Digital design of skeletonization
Author :
Atay, Melike ; Yalcin, Mustak E.
Author_Institution :
Bilioni ve Bilgi Guvenligi Ileri Teknolojiler, TUBITAK, Kocaeli, Turkey
fYear :
2014
fDate :
23-25 April 2014
Firstpage :
718
Lastpage :
721
Abstract :
In this studyareal time skeletonization system is implemented on FPGA. Skeletonization forms the backbone of many tracking and matching applications in image processing. The computational complexity of the skeletonization algorithms highly increases to reach a performance close to perfect skeleton. This complexity makes it impossible for the systems to cope with real time requirements. Thus, in this work an FPGA suitable algorithm is elected for the implementation and the algorithm is extended by adding new rules to improve the performance of the output skeletons. A fully parallelized architecture is proposed to implement the extended skeleton extraction algorithm on FPGA. Performance of the novel algorithm is evaluated according to the widely acknowledged performance measures for skeletonization research. Resource utilization and timing performance of the FPGA implementation are investigated for comparison with similar systems in literature.
Keywords :
computational complexity; field programmable gate arrays; image matching; object tracking; parallel architectures; real-time systems; FPGA implementation; FPGA suitable algorithm; computational complexity; digital design; image matching; image processing; image tracking; parallelized architecture; real time requirement; real time skeletonization system; resource utilization; skeleton extraction algorithm; skeletonization algorithms; skeletonization research; timing performance; Blogs; Computer architecture; Conferences; Field programmable gate arrays; Signal processing; Signal processing algorithms; Skeleton; FPGA; Object Recognition; Object Tracking; Skeletonization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location :
Trabzon
Type :
conf
DOI :
10.1109/SIU.2014.6830330
Filename :
6830330
Link To Document :
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