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Automatic model construction and pose estimation from photographs using triangular splines

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2 Author(s)
Sullivan, S. ; Rhythm & Hues Studios, Los Angeles, CA, USA ; Ponce, J.

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

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:20 ,  Issue: 10 )