Together with João Fayad and Lourdes Agapito we are trying to deal with the problem of reconstructing complex non-rigid objects. A face deforming can be approximated easily by a set of linear 3D model but, for instance, a flag waving in the wind is a different matter. For such problem, we are presenting a new framework for dealing with such complex shapes based on piecewise quadratic approximations of the deforming body. This video shows 3D modelling results from 2D images for two highly non-linear deformations:

These three slides schematically resumes the pipeline used for the 3D reconstruction:

Pipeline for Piecewise Reconstruction Step 1-2

Pipeline for Piecewise Reconstruction Step 1-2

Step 3-4

Pipeline for Piecewise Reconstruction Step 3-4

Pipeline for Piecewise Reconstruction Step 5-6

Pipeline for Piecewise Reconstruction Step 5-6

This work will be presented this year in ECCV 2010. More information and the paper will appear soon in these pages.

  • J. Fayad, L. Agapito, and A. Del Bue, "Piecewise Quadratic Reconstruction of Non-Rigid Surfaces from Monocular Sequences," in Computer Vision — ECCV 2010, 2010, pp. 297-310.
    @inproceedings{Fayad:etal:2010,
      author = {J. Fayad and L. Agapito and A. {Del Bue}},
      title = {Piecewise Quadratic Reconstruction of Non-Rigid Surfaces from Monocular Sequences},
      editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios},
      booktitle = {Computer Vision -- ECCV 2010},
      publisher = {Springer},
      location = {Heidelberg},
      series = {Lecture Notes in Computer Science},
      volume = {6314},
      year = {2010},
      isbn = {978-3-642-15560-4},
      pages = {297--310}
    }

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