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