Mpi Tr-048

نویسندگان

  • Thomas Vetter
  • Michael J. Jones
چکیده

Flexible models of object classes, based on linear combinations of prototypical images, are capable of matching novel images of the same class and have been shown to be a powerful tool to solve several fundamental vision tasks such as recognition, synthesis and correspondence. The key problem in creating a speci c exible model is the computation of pixelwise correspondence between the prototypes, a task done until now in a semiautomatic way. In this paper we describe an algorithm that automatically bootstraps the correspondence between the prototypes. The algorithm { which can be used for 2D images as well as for 3D models { is shown to synthesize successfully a exible model of frontal face images and a exible model of handwritten digits.

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تاریخ انتشار 1998