Automatic Model Construction and Pose Estimation From Photographs Using Triangular Splines

Authors:
Steve Sullivan;Jean Ponce
Affiliations:
Rhythm and Hues Studios, Los Angeles, CA;Univ. of Illinois, Urbana, IL
Venue:
IEEE Transactions on Pattern Analysis and Machine Intelligence
Year:
1998

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Abstract

This paper addresses the automatic construction of complex spline object models from a few photographs. Our approach combines silhouettes from registered images to construct a G1-continuous triangular spline approximation of an object with unknown topology. We apply a similar optimization procedure to estimate the pose of a modeled object from a single image. Experimental examples of model construction and pose estimation are presented for several complex objects.