Title :
Implementing Otsu´s thresholding process using area-time efficient logarithmic approximation unit
Author :
Tian, H. ; Lam, S.K. ; Srikanthan, T.
Author_Institution :
Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore
Abstract :
Otsu´s global automatic image thresholding method has been widely employed in various real-time applications. In this paper, a novel architecture for the BCVC (Between Class Variance Computation) of Otsu´s method is presented to meet these high-speed requirements. The proposed implementation employs a binary Logarithmic Conversion Unit (LCU) to eliminate the complex divisions and multiplications in the Otsu´s procedure. Implementations on the FPGA (Field Programmable Gate Array) platform show that our method achieves a computation speed-up of about 2.75 times by occupying only 1/6th of the FPGA slices required by one that relies on the direct implementation.
Keywords :
field programmable gate arrays; image processing; performance evaluation; real-time systems; FPGA platform; area-time efficient logarithmic approximation unit; between class variance computation; binary logarithmic conversion unit; global automatic image thresholding method; high-speed requirements; real-time applications; Computer architecture; Costs; Embedded system; Field programmable gate arrays; Hardware; Image converters; Image segmentation; Pixel; Real time systems; Table lookup;
Conference_Titel :
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN :
0-7803-7761-3
DOI :
10.1109/ISCAS.2003.1205763