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Conference Paper: Data-driven image completion by image patch subspaces

TitleData-driven image completion by image patch subspaces
Authors
Mobahi, HosseinRao, Shankar R.Ma, Yi
KeywordsDegenerate gaussians
Image subspaces
Inpainting
Sparse representation
Issue Date2009
Citation
2009 Picture Coding Symposium, PCS 2009, 2009, article no. 5167452 How to Cite?
DOI: http://dx.doi.org/10.1109/PCS.2009.5167452
AbstractWe develop a new method for image completion on images with large missing regions. We assume that similar patches form low dimensional clusters in the image space where each cluster can be approximated by a (degenerate) Gaussian. We use sparse representation for subspace detection and then compute the most probable completion. Our results show almost no blurring or blocking effects. In addition, both the texture and structure of the missing regions look realistic to the human eye.
Persistent Identifierhttp://hdl.handle.net/10722/326791

 

DC FieldValueLanguage
dc.contributor.authorMobahi, Hossein-
dc.contributor.authorRao, Shankar R.-
dc.contributor.authorMa, Yi-
dc.date.accessioned2023-03-31T05:26:32Z-
dc.date.available2023-03-31T05:26:32Z-
dc.date.issued2009-
dc.identifier.citation2009 Picture Coding Symposium, PCS 2009, 2009, article no. 5167452-
dc.identifier.urihttp://hdl.handle.net/10722/326791-
dc.description.abstractWe develop a new method for image completion on images with large missing regions. We assume that similar patches form low dimensional clusters in the image space where each cluster can be approximated by a (degenerate) Gaussian. We use sparse representation for subspace detection and then compute the most probable completion. Our results show almost no blurring or blocking effects. In addition, both the texture and structure of the missing regions look realistic to the human eye.-
dc.languageeng-
dc.relation.ispartof2009 Picture Coding Symposium, PCS 2009-
dc.subjectDegenerate gaussians-
dc.subjectImage subspaces-
dc.subjectInpainting-
dc.subjectSparse representation-
dc.titleData-driven image completion by image patch subspaces-
dc.typeConference_Paper-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1109/PCS.2009.5167452-
dc.identifier.scopuseid_2-s2.0-70449652872-
dc.identifier.spagearticle no. 5167452-
dc.identifier.epagearticle no. 5167452-

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