DocumentCode :
2703667
Title :
Image Registration Method Based on Physical Forces for Color Images
Author :
Ghayoor, Ali ; Sadri, Amin ; Shirazi, Ali Asghar Beheshti
Author_Institution :
Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
fYear :
2010
fDate :
26-28 May 2010
Firstpage :
350
Lastpage :
353
Abstract :
A new method for image registration has been previously proposed by the authors, which the registration is based on physical forces. The registration parameters are translation and rotation. This method assumes images like charged materials that attract each other. In this case, one of the images moves in the same direction as the applied force while the other one is still. The movement of the image continues until the resultant force becomes zero. This approach estimates the registration parameters simultaneously and leading to a better optimized set of registration parameters. The previous work is presented for grayscale images, and in this paper we aim to develop this method for color images. The comparison of the results shows that the excess information which exists in color images can accelerate the registration process. Also, we find the optimum set of the parameters to improve the accuracy of the algorithm.
Keywords :
Analytical models; Asia; Computer simulation; Computer vision; Image analysis; Image color analysis; Image registration; Materials science and technology; Mathematical model; Optimization methods; Areabased methods; Color images; Image registration; Pattern recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mathematical/Analytical Modelling and Computer Simulation (AMS), 2010 Fourth Asia International Conference on
Conference_Location :
Kota Kinabalu, Malaysia
Print_ISBN :
978-1-4244-7196-6
Type :
conf
DOI :
10.1109/AMS.2010.77
Filename :
5489173
Link To Document :
بازگشت