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Image magnification using interval information
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SYSNO ASEP 0366506 Document Type J - Journal Article R&D Document Type Journal Article Subsidiary J Článek ve WOS Title Image magnification using interval information Author(s) Jurio, A. (ES)
Pagola, M. (ES)
Mesiar, Radko (UTIA-B) RID, ORCID
Beliakov, G. (AU)
Bustince, H. (ES)Number of authors 5 Source Title IEEE Transactions on Image Processing. - : Institute of Electrical and Electronics Engineers - ISSN 1057-7149
Roč. 20, č. 11 (2011), s. 3112-3123Number of pages 12 s. Language eng - English Country US - United States Keywords image magnification ; implication operator ; interval Subject RIV BA - General Mathematics R&D Projects GAP402/11/0378 GA ČR - Czech Science Foundation (CSF) CEZ AV0Z10750506 - UTIA-B (2005-2011) UT WOS 000296016200010 DOI 10.1109/TIP.2011.2158227 Annotation In this paper, a simple and effective image-magnification algorithm based on intervals is proposed. A low-resolution image is magnified to form a high-resolution image using a block-expanding method. Our proposed method associates each pixel with an interval obtained by a weighted aggregation of the pixels in its neighborhood. From the interval and with a linear K-alpha operator, we obtain the magnified image. Experimental results show that our algorithm provides a magnified image with better quality (peak signal-to-noise ratio) than several existing methods. Workplace Institute of Information Theory and Automation Contact Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201. Year of Publishing 2013
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