ML Anthology

The Evolution and Testing of a Model-Based Object Recognition System

Joseph L. Mundy, Aaron Heller
ICCV 1990 pp. 268-282
doi:10.1109/ICCV.1990.139530 /iccv/1990/mundy1990iccv-evolution/

Abstract

A benchmark evaluation test of a model-based recognition system is discussed. The system was tested on a series of aerial reconnaissance images to evaluate recognition performance on the task of airfield monitoring. The effectiveness of the model pose constraint for recognition is discussed as well as an approach for selection of model features. The use of distance transforms for model hypothesis confirmation is also discussed.< <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

Mundy and Heller. "The Evolution and Testing of a Model-Based Object Recognition System." IEEE/CVF International Conference on Computer Vision, 1990. doi:10.1109/ICCV.1990.139530

Markdown

[Mundy and Heller. "The Evolution and Testing of a Model-Based Object Recognition System." IEEE/CVF International Conference on Computer Vision, 1990.](https://mlanthology.org/iccv/1990/mundy1990iccv-evolution/) doi:10.1109/ICCV.1990.139530

BibTeX

@inproceedings{mundy1990iccv-evolution,
  title     = {{The Evolution and Testing of a Model-Based Object Recognition System}},
  author    = {Mundy, Joseph L. and Heller, Aaron},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {1990},
  pages     = {268-282},
  doi       = {10.1109/ICCV.1990.139530},
  url       = {https://mlanthology.org/iccv/1990/mundy1990iccv-evolution/}
}