publication . Conference object . 1993

Energy-based methods for 2D curve tracking, reconstruction, and refinement of 3D curves and applications

Benedicte Bascle; Rachid Deriche;
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  • Published: 23 Jun 1993
  • Publisher: SPIE
Abstract
Deformable contours, based on energy minimization, have been widely used for tracking purposes. This paper proposes a novel type of constraint for the energy minimization problem: the use of motion models. Such an approach greatly reduces the sliding effects occurring during tracking: thus tracking provides point-to-point correspondence between the tracked B- spline based curves and reliably estimates their apparent motion. For a calibrated camera system, the stereo correspondences provided by this matching method can be used to reconstruct a 3-D curve point by point. This set of 3-D points is then approximated and refined by a 3-D deformable curve, in order to ...
Subjects
ACM Computing Classification System: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONComputingMethodologies_COMPUTERGRAPHICS
free text keywords: Spline (mathematics), Computer vision, Energy minimization, Optical engineering, Artificial intelligence, business.industry, business, Mathematics, Optical flow, Upload
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