DocumentCode :
2558498
Title :
Color pattern recognition using multiple phase-shifted reference joint transform correlation
Author :
Islam, M. Nazrul ; Karim, Mohammad A.
Author_Institution :
State Univ. of New York, Farmingdale, NY, USA
fYear :
2010
fDate :
7-7 May 2010
Firstpage :
1
Lastpage :
4
Abstract :
Optical joint transform correlation (JTC) technique has been proposed to be an efficient pattern recognition system. Color pattern recognition techniques utilize color of the target objects as additional feature to the spatial characteristics. A new optical JTC technique is developed for color pattern recognition employing the same reference image but with four different amounts of phase shift. A fringe-adjusted filter is also designed to enhance the discrimination between target and non-target objects. The proposed technique yields a very distinctive correlation output for color target detection. The simple architecture can easily be implemented using optical devices, which will provide a real-time pattern recognition decision. Performance of the proposed technique is investigated using computer simulation involving binary as well as gray images.
Keywords :
correlation methods; filtering theory; image colour analysis; object detection; transforms; color pattern recognition techniques; color target detection; computer simulation; fringe-adjusted filter; multiple phase-shifted reference joint transform correlation; optical devices; optical joint transform correlation technique; reference image; Color; Computer architecture; Computer simulation; Layout; Matched filters; Object detection; Optical devices; Optical filters; Pattern recognition; USA Councils; color pattern recognition; correlation; joint power spectrum; joint transform correlation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applications and Technology Conference (LISAT), 2010 Long Island Systems
Conference_Location :
Farmingdale, NY
Print_ISBN :
978-1-4244-5548-5
Electronic_ISBN :
978-1-4244-5550-8
Type :
conf
DOI :
10.1109/LISAT.2010.5478282
Filename :
5478282
Link To Document :
بازگشت