Restoration of Images with Wavefront Aberrations
April 02, 2017 ยท Declared Dead ยท ๐ International Conference on Pattern Recognition
"No code URL or promise found in abstract"
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Authors
Claudius Zelenka, Reinhard Koch
arXiv ID
1704.00331
Category
astro-ph.IM
Cross-listed
cs.CV
Citations
2
Venue
International Conference on Pattern Recognition
Last Checked
1 month ago
Abstract
This contribution deals with image restoration in optical systems with coherent illumination, which is an important topic in astronomy, coherent microscopy and radar imaging. Such optical systems suffer from wavefront distortions, which are caused by imperfect imaging components and conditions. Known image restoration algorithms work well for incoherent imaging, they fail in case of coherent images. In this paper a novel wavefront correction algorithm is presented, which allows image restoration under coherent conditions. In most coherent imaging systems, especially in astronomy, the wavefront deformation is known. Using this information, the proposed algorithm allows a high quality restoration even in case of severe wavefront distortions. We present two versions of this algorithm, which are an evolution of the Gerchberg-Saxton and the Hybrid-Input-Output algorithm. The algorithm is verified on simulated and real microscopic images.
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