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Light Field Morphable Models

dc.date.accessioned2004-10-08T20:38:54Z
dc.date.accessioned2018-11-24T10:21:39Z
dc.date.available2004-10-08T20:38:54Z
dc.date.available2018-11-24T10:21:39Z
dc.date.issued2003-04-18en_US
dc.identifier.urihttp://hdl.handle.net/1721.1/6716
dc.identifier.urihttp://repository.aust.edu.ng/xmlui/handle/1721.1/6716
dc.description.abstractStatistical 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.en_US
dc.format.extent1375810 bytes
dc.format.extent716555 bytes
dc.language.isoen_US
dc.subjectAIen_US
dc.titleLight Field Morphable Modelsen_US


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