Technical Report CIS9710

TR#:CIS9710
Class:CIS
Title: Auto Photometric/Geometric Stereo from a Single Image or Class Based Reconstruction of Bilaterally Symmetric Objects
Authors: Ilan Shimshoni Yael Moses Michael Lindenbaum
PDFCIS9710.pdf
Abstract: This paper proposes a class based approach to the reconstruction of the shape of 3D bilaterally symmetric objects from a single image. The special geometric and photometric constraints available from images of symmetric objects are derived and the evidence they carry of the 3D object shape is analyzed. If the correspondence between symmetric points is available then the photometric information is used to infer the object. If this correspondence is not available, then 3D reconstruction requires a combined form of both types constraints. The important characteristics of the algorithm are that unlike other shape recovery algorithms from a single image, this algorithm utilizes a local constraint which has to be satisfied at each point in the image to guarantee correct reconstruction. This local constraint is also used to recover exactly the global viewing and illumination parameters pose, illumination direction, and albedo. A useful byproduct of the reconstruction process is the correspondence function which is a relation between the image position of symmetric points.
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