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Light Field Morphable Models

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dc.creator Christoudias, Chris Mario
dc.creator Morency, Louis-Philippe
dc.creator Darrell, Trevor
dc.date 2004-10-08T20:38:54Z
dc.date 2004-10-08T20:38:54Z
dc.date 2003-04-18
dc.date.accessioned 2013-10-09T02:46:33Z
dc.date.available 2013-10-09T02:46:33Z
dc.date.issued 2013-10-09
dc.identifier AIM-2003-010
dc.identifier http://hdl.handle.net/1721.1/6716
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description Statistical shape and texture appearance models are powerful image representations, but previously had been restricted to 2D or simple 3D shapes. In this paper we present a novel 3D morphable model based on image-based rendering techniques, which can represent complex lighting conditions, structures, and surfaces. We describe how to construct a manifold of the multi-view appearance of an object class using light fields and show how to match a 2D image of an object to a point on this manifold. In turn we use the reconstructed light field to render novel views of the object. Our technique overcomes the limitations of polygon based appearance models and uses light fields that are acquired in real-time.
dc.format 1375810 bytes
dc.format 716555 bytes
dc.format application/postscript
dc.format application/pdf
dc.language en_US
dc.relation AIM-2003-010
dc.subject AI
dc.title Light Field Morphable Models


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