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dc.contributor.authorMorris, Nigel J. W.
dc.contributor.authorAvidan, Shai
dc.contributor.authorMatusik, Wojciech
dc.contributor.authorPfister, Hanspeter
dc.date.accessioned2011-02-15T20:38:50Z
dc.date.issued2007
dc.identifier.citationMorris, Nigel J. W., Shai Avidan, Wojciech Matusik, and Hanspeter Pfister. 2007. Statistics of infrared images. In IEEE Conference on computer vision and pattern recognition: June 17-22, 2007, Minneapolis, MN, ed. IEEE Computer Society, 1-7. Piscataway, N.J.: IEEE.en_US
dc.identifier.isbn1-4244-1179-3en_US
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:4726170
dc.description.abstractThe proliferation of low-cost infrared cameras gives us a new angle for attacking many unsolved vision problems by leveraging a larger range of the electromagnetic spectrum. A first step to utilizing these images is to explore the statistics of infrared images and compare them to the corresponding statistics in the visible spectrum. In this paper, we analyze the power spectra as well as the marginal and joint wavelet coefficient distributions of datasets of indoor and outdoor images. We note that infrared images have noticeably less texture indoors where temperatures are more homogenous. The joint wavelet statistics also show strong correlation between object boundaries in IR and visible images, leading to high potential for vision applications using a combined statistical model.en_US
dc.description.sponsorshipEngineering and Applied Sciencesen_US
dc.language.isoen_USen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.relation.isversionofdoi:10.1109/CVPR.2007.383003en_US
dc.relation.hasversionhttp://gvi.seas.harvard.edu/sites/all/files/Morris07Statistics.pdfen_US
dash.licenseMETA_ONLY
dc.titleStatistics of Infrared Imagesen_US
dc.typeMonograph or Booken_US
dc.description.versionAccepted Manuscripten_US
dash.depositing.authorPfister, Hanspeter
dash.embargo.until10000-01-01
dc.identifier.doi10.1109/CVPR.2007.383003*
dash.contributor.affiliatedPfister, Hanspeter
dc.identifier.orcid0000-0002-3620-2582


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