ML Anthology

A Modal Framework for Correspondence and Description

Stan Sclaroff, Alex Pentland
ICCV 1993 pp. 308-313
doi:10.1109/ICCV.1993.378200 /iccv/1993/sclaroff1993iccv-modal/

Abstract

The authors describe a framework for establishing correspondence, computing canonical descriptions, and recognizing objects that is based on the idea of describing objects by their generalized symmetries, as defined by the object's free vibration modes. A technique given by A. Pentland and S. Scarloff (1991) described objects in terms of the modes of some prototype shape. In contrast, this new method computes the object's modes directly from available image information. This results in greater generality and accuracy, and is applicable to data of any dimensionality. For the purposes of illustration, a detailed mathematical formulation of the method is given for 2-D problems, and it is demonstrated on gray-scale image and contour data.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

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Cite

Text

Sclaroff and Pentland. "A Modal Framework for Correspondence and Description." IEEE/CVF International Conference on Computer Vision, 1993. doi:10.1109/ICCV.1993.378200

Markdown

[Sclaroff and Pentland. "A Modal Framework for Correspondence and Description." IEEE/CVF International Conference on Computer Vision, 1993.](https://mlanthology.org/iccv/1993/sclaroff1993iccv-modal/) doi:10.1109/ICCV.1993.378200

BibTeX

@inproceedings{sclaroff1993iccv-modal,
  title     = {{A Modal Framework for Correspondence and Description}},
  author    = {Sclaroff, Stan and Pentland, Alex},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {1993},
  pages     = {308-313},
  doi       = {10.1109/ICCV.1993.378200},
  url       = {https://mlanthology.org/iccv/1993/sclaroff1993iccv-modal/}
}