ML Anthology

Constructing Perceptual Categories

Jacob Feldman
CVPR 1992 pp. 244-250
doi:10.1109/CVPR.1992.223268 /cvpr/1992/feldman1992cvpr-constructing/

Abstract

It is shown how a parameterization of the structure of the observed object (interpretable as the space of dimensions of generative operations which brought the object into existence) entails a lattice that enumerates all the allowable categories and subcategories for the class of object, along with an inferential preference hierarchy among them. Each model is constrained to be generic in its parameterization, so that each node in the lattice stands in for an entire class of objects that, all being parameterized the same way, can all be treated as equivalent to one another: the observed object's natural category.< <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

Feldman. "Constructing Perceptual Categories." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992. doi:10.1109/CVPR.1992.223268

Markdown

[Feldman. "Constructing Perceptual Categories." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992.](https://mlanthology.org/cvpr/1992/feldman1992cvpr-constructing/) doi:10.1109/CVPR.1992.223268

BibTeX

@inproceedings{feldman1992cvpr-constructing,
  title     = {{Constructing Perceptual Categories}},
  author    = {Feldman, Jacob},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1992},
  pages     = {244-250},
  doi       = {10.1109/CVPR.1992.223268},
  url       = {https://mlanthology.org/cvpr/1992/feldman1992cvpr-constructing/}
}