ML Anthology

Uncertain Views

Peter Whaite, Frank P. Ferrie
CVPR 1992 pp. 3-9
doi:10.1109/CVPR.1992.223235 /cvpr/1992/whaite1992cvpr-uncertain/

Abstract

The possibility that what we do not know about the world can be used to guide the way in which they explore it is raised. The authors previously hypothesized that the spatial structure of uncertainty can be used to guide the acquisition of additional data in a way that significantly improves knowledge of a scene. An exploration strategy based on the hypothesis is constructed, and experimental results which verified that it works are presented. Conditions which cause it to break down are studied. The results indicate that there are inherent degeneracies in certain data configurations, but that the authors' strategy can navigate these areas successfully.< <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

Whaite and Ferrie. "Uncertain Views." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992. doi:10.1109/CVPR.1992.223235

Markdown

[Whaite and Ferrie. "Uncertain Views." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992.](https://mlanthology.org/cvpr/1992/whaite1992cvpr-uncertain/) doi:10.1109/CVPR.1992.223235

BibTeX

@inproceedings{whaite1992cvpr-uncertain,
  title     = {{Uncertain Views}},
  author    = {Whaite, Peter and Ferrie, Frank P.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1992},
  pages     = {3-9},
  doi       = {10.1109/CVPR.1992.223235},
  url       = {https://mlanthology.org/cvpr/1992/whaite1992cvpr-uncertain/}
}