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Superfast superresolution
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SYSNO ASEP 0364318 Document Type C - Proceedings Paper (int. conf.) R&D Document Type Conference Paper Title Superfast superresolution Author(s) Šroubek, Filip (UTIA-B) RID, ORCID
Kamenický, Jan (UTIA-B) RID, ORCID
Milanfar, P. (US)Number of authors 3 Source Title 18th IEEE International Conference on Image Processing. - Piscataway : IEEE, 2011 - ISBN 978-1-4577-1302-6 Pages s. 1177-1180 Number of pages 4 s. Action 18th IEEE International Conference on Image Processing Event date 11.09.2011-14.09.2011 VEvent location Brusel Country BE - Belgium Event type WRD Language eng - English Country US - United States Keywords superresolution ; half-quadratic algorithm ; FFT Subject RIV JD - Computer Applications, Robotics R&D Projects 1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS) VG20102013064 GA MV - Ministry of Interior (MV) GA102/08/1593 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) Annotation We propose a fast algorithm solving the inverse problem of resolution enhancement (superresolution) with edge-preserving regularization. An additive and multiplicative half-quadratic linearization scheme are compared and we show that the additive form is superior as all operations can be implemented in the frequency domain using the FFT. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2012
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