Estimation of Discontinuous Displacement Vector Fields with the Minimum Description Length Criterion

dc.creator	Dengler, Joachim
dc.date	2004-10-04T14:25:37Z
dc.date	2004-10-04T14:25:37Z
dc.date	1990-10-01
dc.date.accessioned	2013-10-09T02:42:20Z
dc.date.available	2013-10-09T02:42:20Z
dc.date.issued	2013-10-09
dc.identifier	AIM-1265
dc.identifier	http://hdl.handle.net/1721.1/5993
dc.identifier.uri	http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description	A new noniterative approach to determine displacement vector fields with discontinuities is described. In order to overcome the limitations of current methods, the problem is regarded as a general modelling problem. Starting from a family of regularized estimates, by measuring the difference in description length the compatibility between different levels of regularization is determined. This gives local but noisy evidence of possible model boundaries at multiple scales. With the two constraints of continous lines of discontinuities and the spatial coincidence assumption consistent boundary evidence is found. Based on this combined evidence the model is updated, now describing homogeneous regions with sharp discontinuities.
dc.format	34 p.
dc.format	4406124 bytes
dc.format	1749641 bytes
dc.format	application/postscript
dc.format	application/pdf
dc.language	en_US
dc.relation	AIM-1265
dc.subject	correspondence problem
dc.subject	pyramids
dc.subject	motion stereo
dc.subject	sdiscontinuities
dc.title	Estimation of Discontinuous Displacement Vector Fields with the Minimum Description Length Criterion

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