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A semi-supervised approach to space carving

Prakash, Surya; Robles-Kelly, Antonio


In this paper, we present a semi-supervised approach to space carving by casting the recovery of volumetric data from multiple views into an evidence combining setting. The method presented here is statistical in nature and employs, as a starting point, a manually obtained contour. By making use of this user-provided information, we obtain probabilistic silhouettes of all successive images. These silhouettes provide a prior distribution that is then used to compute the probability of a voxel...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Journal article
Source: Pattern Recognition
DOI: 10.1016/j.patcog.2009.03.026


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