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Matching Complex Images to Multiple 3D Objects Using View Description Networks

J. Brian Burns, Edward M. Riseman
CVPR 1992 pp. 328-334
doi:10.1109/CVPR.1992.223255 /cvpr/1992/burns1992cvpr-matching/

Abstract

The effective matching of a single 2D image of a cluttered scene to a library of multiple polyhedral models is achieved by organizing the 3D models into a network of descriptions of their 2D projections from expected views. The process of efficiently searching for image-model matches via a view description network is presented and demonstrated on images containing multiple objects and outdoor scenes. The experiments show that a recognition system based on view description networks is capable finding the correct matches to 3D objects in complex images with a potentially high level of efficiency.< <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

Burns and Riseman. "Matching Complex Images to Multiple 3D Objects Using View Description Networks." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992. doi:10.1109/CVPR.1992.223255

Markdown

[Burns and Riseman. "Matching Complex Images to Multiple 3D Objects Using View Description Networks." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1992.](https://mlanthology.org/cvpr/1992/burns1992cvpr-matching/) doi:10.1109/CVPR.1992.223255

BibTeX

@inproceedings{burns1992cvpr-matching,
  title     = {{Matching Complex Images to Multiple 3D Objects Using View Description Networks}},
  author    = {Burns, J. Brian and Riseman, Edward M.},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year      = {1992},
  pages     = {328-334},
  doi       = {10.1109/CVPR.1992.223255},
  url       = {https://mlanthology.org/cvpr/1992/burns1992cvpr-matching/}
}