3D Model based Object Class Detection in An Arbitrary View

  title={3D Model based Object Class Detection in An Arbitrary View},
  author={Pingkun Yan and Saad M. Khan and Mubarak Shah},
  journal={2007 IEEE 11th International Conference on Computer Vision},
In this paper, a novel object class detection method based on 3D object modeling is presented. Instead of using a complicated mechanism for relating multiple 2D training views, the proposed method establishes spatial connections between these views by mapping them directly to the surface of 3D model. The 3D shape of an object is reconstructed by using a homographic framework from a set of model views around the object and is represented by a volume consisting of binary slices. Features are… CONTINUE READING
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