DocumentCode :
2331417
Title :
Implementation of Otsu´s thresholding process based on FPGA
Author :
Jianlai, Wang ; Chunling, Yang ; Min, Zhu ; Changhui, Wang
Author_Institution :
Sch. of Electr. Eng., Harbin Inst. of Technol., Harbin
fYear :
2009
fDate :
25-27 May 2009
Firstpage :
479
Lastpage :
483
Abstract :
Otsu´s global automatic image thresholding method has been widely employed in various real-time applications. In this paper, an implementation on FPGA (field programmable gate array) using Altera´s Cyclone II series chip for the BCVC (between class variance computation) of Otsu´s method is presented to meet these high speed requirements. The hardware implementation takes advantage of parallel computation capabilities offered by FPGA technology. The proposed architecture employs Altera´s megacore to eliminate the complex divisions and multiplications in the Otsu´s procedure. The FPGA implementation architecture is verified on DE2 board to enable real-time image segmentation, and the experimental results indicate that the system can obtain a good performance of image segmentation.
Keywords :
digital signal processing chips; field programmable gate arrays; image segmentation; parallel algorithms; Altera Cyclone II series DSP chip; DE2 board; FPGA technology; Otsu global automatic image thresholding process; between-class-variance computation; field programmable gate array; parallel computation; real-time image segmentation algorithm; Computer architecture; Costs; Cyclones; Digital signal processing chips; Field programmable gate arrays; Hardware; Image processing; Image recognition; Image segmentation; Real time systems; FPGA; Otsu; iamge segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-2799-4
Electronic_ISBN :
978-1-4244-2800-7
Type :
conf
DOI :
10.1109/ICIEA.2009.5138252
Filename :
5138252
Link To Document :
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