Using Zernike moments for analysis of images
L.A Babkina, Yu.P. Garmai, D.V. Lebedev, Pantina, R.A, M.V. Filatov
Keywords: image analysis, Zernike moments, atomic force microscopy, cell nuclei of higher organisms, PCA
Abstract
A method for analyzing AFM images of the cell nuclei of higher organisms by expanding these images by Zernike moments is proposed. This method allows for expanding the pilot image by Zernike moments whose spatial harmonics are Zernike polynomials. It is shown that the reverse procedure of image reconstruction using Zernike polynomials converges to the experimental image and the expansion amplitude is a quantitative spectral characteristic when comparing the morphological features of different images. It is shown that expansion amplitudes can be used as input vectors for cluster analysis of images by PCA.
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