Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera

Cited 83 time in webofscience Cited 0 time in scopus
  • Hit : 390
  • Download : 1071
DC FieldValueLanguage
dc.contributor.authorTai, Yu-Wingko
dc.contributor.authorDu, Hko
dc.contributor.authorBrown, MSko
dc.contributor.authorLin, Sko
dc.date.accessioned2011-08-12T06:43:21Z-
dc.date.available2011-08-12T06:43:21Z-
dc.date.created2012-02-06-
dc.date.created2012-02-06-
dc.date.issued2010-06-
dc.identifier.citationIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.32, pp.1012 - 1028-
dc.identifier.issn0162-8828-
dc.identifier.urihttp://hdl.handle.net/10203/24885-
dc.description.abstractWe describe a novel approach to reduce spatially varying motion blur in video and images using a hybrid camera system. A hybrid camera is a standard video camera that is coupled with an auxiliary low-resolution camera sharing the same optical path but capturing at a significantly higher frame rate. The auxiliary video is temporally sharper but at a lower resolution, while the lower frame-rate video has higher spatial resolution but is susceptible to motion blur. Our deblurring approach uses the data from these two video streams to reduce spatially varying motion blur in the high-resolution camera with a technique that combines both deconvolution and super-resolution. Our algorithm also incorporates a refinement of the spatially varying blur kernels to further improve results. Our approach can reduce motion blur from the high-resolution video as well as estimate new high-resolution frames at a higher frame rate. Experimental results on a variety of inputs demonstrate notable improvement over current state-of-the-art methods in image/video deblurring.-
dc.languageEnglish-
dc.language.isoen_USen
dc.publisherIEEE COMPUTER SOC-
dc.subjectSUPERRESOLUTION-
dc.subjectDECONVOLUTION-
dc.subjectRESTORATION-
dc.subjectTIME-
dc.titleCorrection of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera-
dc.typeArticle-
dc.identifier.wosid000276671900005-
dc.identifier.scopusid2-s2.0-77951621573-
dc.type.rimsART-
dc.citation.volume32-
dc.citation.beginningpage1012-
dc.citation.endingpage1028-
dc.citation.publicationnameIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE-
dc.embargo.liftdate9999-12-31-
dc.embargo.terms9999-12-31-
dc.contributor.localauthorTai, Yu-Wing-
dc.contributor.nonIdAuthorDu, H-
dc.contributor.nonIdAuthorBrown, MS-
dc.contributor.nonIdAuthorLin, S-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorMotion deblurring-
dc.subject.keywordAuthorspatially varying motion blur-
dc.subject.keywordAuthorhybrid camera-
dc.subject.keywordPlusSUPERRESOLUTION-
dc.subject.keywordPlusDECONVOLUTION-
dc.subject.keywordPlusRESTORATION-
dc.subject.keywordPlusTIME-
Appears in Collection
EE-Journal Papers(저널논문)
Files in This Item
This item is cited by other documents in WoS
⊙ Detail Information in WoSⓡ Click to see webofscience_button
⊙ Cited 83 items in WoS Click to see citing articles in records_button

qr_code

  • mendeley

    citeulike


rss_1.0 rss_2.0 atom_1.0