Title :
A Novel Symmetry Detection Method for Images and Its Application for Motion Deblurring
Author :
Gong, Yuanhao ; Yang, Chenhui ; Wang, Qicong ; Gao, Yahui
Author_Institution :
Dept. of Comput. Sci., Xiamen Univ., Xiamen
Abstract :
In this paper, we provide a novel method for symmetry detection in diatom images based on spectrum analysis. We notice that the spectrum of an image has naturally zero point symmetry and that the direction of symmetry axis in an image is the same with that in the spectrum of the image. Our method detects perfect and imperfect with more flexibility and efficiency than the traditional ones. Using Fourier transformation, we turn the imperfect symmetry image into perfect symmetry image, in which the symmetry can be easily detected. And we use some algorithms to locate the symmetry axes, which can save much time and computation. And we give a model application of our method in the field of motion deblurring.
Keywords :
Fourier transforms; image motion analysis; image restoration; Fourier transformation; diatom images; motion deblurring; spectrum analysis; symmetry detection method; Application software; Image analysis; Image segmentation; Information technology; Motion analysis; Motion detection; Principal component analysis; Reflection; Shape measurement; Surface reconstruction;
Conference_Titel :
MultiMedia and Information Technology, 2008. MMIT '08. International Conference on
Conference_Location :
Three Gorges
Print_ISBN :
978-0-7695-3556-2
DOI :
10.1109/MMIT.2008.148