Registration of Images with N-fold Dihedral Blur

0441247 - ÚTIA 2015 RIV US eng J - Journal Article
Pedone, M. - Flusser, Jan - Heikkila, J.
Registration of Images with N-fold Dihedral Blur.
IEEE Transactions on Image Processing. Roč. 24, č. 3 (2015), s. 1036-1045. ISSN 1057-7149. E-ISSN 1941-0042
R&D Projects: GA ČR GA13-29225S; GA ČR GA15-16928S
Institutional support: RVO:67985556
Keywords : Image registration * blurred images * N-fold rotational symmetry * dihedral symmetry * phase correlation
Subject RIV: JD - Computer Applications, Robotics
Impact factor: 3.735, year: 2015
http://library.utia.cas.cz/separaty/2015/ZOI/flusser-0441247.pdf

In this paper, we extend our recent registration method designed specifically for registering blurred images. The original method works for unknown blurs, assuming the blurring point-spread function (PSF) exhibits an N-fold rotational symmetry. Here, we also generalize the theory to the case of dihedrally symmetric blurs, which are produced by the PSFs having both rotational and axial symmetries. Such kind of blurs are often found in unfocused images acquired by digital cameras, as in out-of-focus shots the PSF typically mimics the shape of the shutter aperture. This makes our registration algorithm particularly well-suited in applications where blurred image registration must be used as a preprocess step of an image fusion algorithm, and where common registration methods fail, due to the amount of blur. We demonstrate that the proposed method leads to an improvement of the registration performance, and we show its applicability to real images by providing successful examples of blurred image registration followed by depth-of-field extension and multichannel blind deconvolution.
Permanent Link: http://hdl.handle.net/11104/0244682