dc.contributor.author | KOKARAM, ANIL CHRISTOPHER | |
dc.contributor.editor | Magarey, J. Kokaram, A. Kingsbury, N. | en |
dc.date.accessioned | 2010-06-15T09:56:02Z | |
dc.date.available | 2010-06-15T09:56:02Z | |
dc.date.created | 26-29 October, 1997 | en |
dc.date.issued | 1997 | |
dc.date.submitted | 1997 | en |
dc.identifier.citation | Kokaram, A.C. ; Godsill, S.J. ;, Joint Detection, Interpolation, Motion and Parameter estimation for Image Sequences with Missing Data, Proceedings of the International Conference on Image Processing, International Conference on Image Processing, Santa Barbara, CA, 26-29 October, 1997, Magarey, J. Kokaram, A. Kingsbury, N., 2, IEEE Computer Society Press, 1997, 191 - 194 | en |
dc.identifier.other | Y | |
dc.identifier.uri | http://hdl.handle.net/2262/40128 | |
dc.description | PUBLISHED | en |
dc.description.abstract | This paper presents methods for detection and reconstruction of `missing' data in image sequences which can be modelled using 3-dimensional autoregressive (3D-AR) models. The interpolation of missing data is important in many areas of image processing, including the restoration of degraded motion pictures, reconstruction of drop-outs in digital video and automatic `re-touching' of old photographs. Here a probabilistic Bayesian framework is adopted. The method assumes no prior knowledge of the motion field or 3D-AR model parameters as these are estimated jointly with the missing image pixels. Incorporating a degradation model into the framework allows detection to proceed jointly with interpolation | en |
dc.format.extent | 191 - 194 | en |
dc.language.iso | en | en |
dc.publisher | IEEE Computer Society Press | en |
dc.relation.ispartofseries | 2; | |
dc.rights | Y | en |
dc.subject | Electrical Engineering | en |
dc.subject | Bayes methods | en |
dc.title | Joint Detection, Interpolation, Motion and Parameter estimation for Image Sequences with Missing Data | en |
dc.type | Conference Paper | en |
dc.type.supercollection | scholarly_publications | en |
dc.type.supercollection | refereed_publications | en |
dc.identifier.peoplefinderurl | http://people.tcd.ie/akokaram | |
dc.identifier.rssinternalid | 67193 | |
dc.identifier.rssuri | http://dx.doi.org/10.1109/ICIP.1997.638715 | en |