High resolution image reconstruction using mean field annealing

Numnonda, Thanachart; Andrews, Mark

dc.contributor.author	Numnonda, Thanachart	en
dc.contributor.author	Andrews, Mark	en
dc.date.accessioned	2009-06-16T01:53:11Z	en
dc.date.available	2009-06-16T01:53:11Z	en
dc.date.issued	1994	en
dc.identifier.citation	Proceedings of the 4th IEEE Workshop on Neural Networks for Signal Processing (NNSP'94), Ermioni, GREECE, 441-450. (1994)	en
dc.identifier.uri	http://hdl.handle.net/2292/4415	en
dc.description	An open access copy of this article is available and complies with the copyright holder/publisher conditions.	en
dc.description.abstract	A high resolution image can be reconstructed from a sequence of lower resolution frames of the same scene where each frame taken by the camera is offset by a subpixel displacement. In this paper, it is shown that such a reconstruction task can be cast as an optimisation problem, and that a reconstruction can be found using the mean field annealing algorithm. The proposed technique has the added advantage over existing techniques of not requiring the registration of the displacement of each low resolution frame. In addition, the proposed technique greatly reduces the required computation as compared to a simulated annealing approach	en
dc.publisher	IEEE	en
dc.relation.ispartof	Neural Networks for Signal Processing - Proceedings of the IEEE Workshop	en
dc.rights	Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher.	en
dc.rights.uri	https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm	en
dc.title	High resolution image reconstruction using mean field annealing	en
dc.type	Conference Paper	en
dc.subject.marsden	Fields of Research::290000 Engineering and Technology	en
dc.identifier.doi	10.1109/NNSP.1994.366026	en
pubs.begin-page	441-450.	en
dc.description.version	VoR - Version of Record	en
dc.rights.holder	Copyright IEEE	en
dc.rights.accessrights	http://purl.org/eprint/accessRights/OpenAccess	en