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In this paper we present a new approach for modelling multiple object scenes using images taken from various viewpoints. The voxel representation produced by the space carving is used for estimating the parameters of radial basis function functions (RBFs). A new methodology is proposed for correcting the modelling errors within the RBF framework, by enforcing consistency with the input images by matching...
This paper analyses the reconstruction of a 3D scene from multiple images. The proposed approach uses a voxel representation for initializing an implicit radial basis function (RBF) model of the 3D scene. The voxel representation is produced by the space carving algorithm. Disparity errors are identified as inconsistencies between the 3D patches of the scene surface and their pixel block correspondents...
A new approach for modelling multiple 3-D objects from a sparse set of images taken from various viewpoints is proposed in this paper. A voxel model of the scene is estimated from the given set of images using the space carving algorithm. An implicit radial basis function (RBF) network is used afterwards to model the voxel data. The multiorder function is chosen as the kernel function due to its property...
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