Enforcing Consistency of 3D Scenes with Multiple Objects Using Shape-from-Contours

نویسندگان

  • Matthew Grum
  • Adrian G. Bors
چکیده

In this paper we present a new approach for modelling scenes with multiple 3D objects from images taken from various viewpoints. Such images are segmented using either supervised or unsupervised algorithms. We consider the mean-shift and support vector machines for image segmentation using the colour and texture as features. Backprojections of segmented contours are used to enforce the consistency of the segmented contours with initial estimates of the 3D scene. A study for detecting merged objects in 3D scenes is provided as well.

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تاریخ انتشار 2013