Title :
A novel FPGA architectural implementation of pipelined thinning algorithm
Author :
Hsiao, Pei-Yung ; Hua, Chun-Ho ; Lin, Chien-Chen
Author_Institution :
Dept. of Electron. Eng., Chang Gung Univ., Tao Yuan, Taiwan
Abstract :
Thinning is a very important operation in the image preprocessing stage of pattern recognition. This investigation presents an improved thinning algorithm and its FPGA architectural implementation. The improved algorithm based on parallel pipelined design is adapted and formulated such that it is suitable to computing architecture implementation. The FPGA-based architecture extends the applicability of this algorithm in the area of real time image processing. Using the proposed Modification Unit Array, this work performs thinning operation within 0.07 sec at 40 MHz for a 512×512 picture.
Keywords :
field programmable gate arrays; image recognition; image thinning; pipeline processing; real-time systems; 0.07 sec; 40 MHz; FPGA architectural implementation; Modification Unit Array; computing architecture; image preprocessing; parallel pipelined design; pattern recognition; pipelined thinning algorithm; real time image processing; Algorithm design and analysis; Biomedical image processing; Computer architecture; Concurrent computing; Electronics industry; Field programmable gate arrays; Image processing; Industrial electronics; Pattern recognition; Very large scale integration;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329341