Optimal filtering of solar images using soft morphological processing techniques

Marshall, S., Fletcher, L. and Hough, K. (2006) Optimal filtering of solar images using soft morphological processing techniques. Astronomy and Astrophysics, 457(2), pp. 729-736. (doi:10.1051/0004-6361:20064852)

Marshall, S., Fletcher, L. and Hough, K. (2006) Optimal filtering of solar images using soft morphological processing techniques. Astronomy and Astrophysics, 457(2), pp. 729-736. (doi:10.1051/0004-6361:20064852)

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Publisher's URL: http://dx.doi.org/10.1051/0004-6361:20064852

Abstract

<p><b>Context:</b> CCD images obtained by space-based astronomy and solar physics are frequently spoiled by galactic and solar cosmic rays, and particles in the Earth's radiation belt, which produces an overlaid, often saturated, speckle.</p> <p><b>Aims:</b> We describe the development and application of a new image-processing technique for the removal of this noise source, and apply it to SOHO/LASCO coronagraph images. Methods.We employ soft morphological filters, a branch of non-linear image processing originating from the field of mathematical morphology, which are particularly effective for noise removal.</p> <p><b>Results:</b> The soft morphological filters result in a significant improvement in image quality, and perform significantly better than other currently existing methods based on frame comparison, thresholding, or simple morphologies.</p> <p><b>Conclusions:</b> This is a promising and adaptable technique that should be extendable to other space-based solar and astronomy datasets.</p>

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Fletcher, Professor Lyndsay
Authors: Marshall, S., Fletcher, L., and Hough, K.
College/School:College of Science and Engineering > School of Physics and Astronomy
Journal Name:Astronomy and Astrophysics
Publisher:EDP Sciences
ISSN:0004-6361
ISSN (Online):1432-0746
Copyright Holders:Copyright © 2006 EDP Sciences
First Published:First published in Astronomy and Astrophysics 457(2):729-736
Publisher Policy:Reproduced in accordance with the copyright policy of the publisher

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