Learning Hierarchical Models of Scenes, Objects, and Parts

  • Authors:
  • Erik B. Sudderth;Antonio Torralba;William T. Freeman;Alan S. Willsky

  • Affiliations:
  • Massachusetts Institute of Technology;Massachusetts Institute of Technology;Massachusetts Institute of Technology;Massachusetts Institute of Technology

  • Venue:
  • ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
  • Year:
  • 2005

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Abstract

We propose a novel approach for shape-based segmentation based on a specially designed level set function format. This format permits us to better control the process of object registration which is an important part in the shapebased segmentation framework. ...