Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching

Barrow, Harry G.; Tenenbaum, Jay M.; Bolles, Robert C.; Wolf, Helen C.

Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching

Harry G. Barrow, Jay M. Tenenbaum, Robert C. Bolles, Helen C. Wolf

Download BibTeX Cite

Proceedings of the Fifth International Joint Conference on Artificial Intelligence. Vision. Pages 659-662.

Abstract

Parametric correspondence is a technique for matching images to a three dimensional symboli c reference map . An analytic camera model is used to predict the location and appearance of landmarks in the image , generating a projection for an assumed viewpoint. Correspondence is achieved by adjusting the parameters of the camera model until the appearances of the landmarks optimally match a symbolic description extracted from the image The matching of image and map features is performed rapidly by a new technique, called "chamfer matching" , that compares the shapes of two collections of shape fragments , at a cost proportional to linear dimension, rather than area These two techniques permit the matching of spatially extensive features on the basis of shape . which reduces the risk of ambiguous matches and the dependence on viewing conditions inherent in conventional image - based correlation matching.

Harry G. Barrow, Jay M. Tenenbaum, Robert C. Bolles, and Helen C. Wolf. 1977. Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching. In Proceedings of the Fifth International Joint Conference on Artificial Intelligence, IJCAI-77. IJCAI, 659–662. https://ijcai.org/proceedings/1977/158

@inproceedings{ijcai1977p158,
  title     = {Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching},
  author    = {Barrow, Harry G. and Tenenbaum, Jay M. and Bolles, Robert C. and Wolf, Helen C.},
  booktitle = {Proceedings of the Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-77}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Raj Reddy},
  pages     = {659--662},
  year      = {1977},
  note      = {Vision},
  url       = {https://ijcai.org/proceedings/1977/158},
}

TY  - CPAPER
TI  - Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching
AU  - Barrow, Harry G.
AU  - Tenenbaum, Jay M.
AU  - Bolles, Robert C.
AU  - Wolf, Helen C.
T2  - Proceedings of the Fifth International Joint Conference on Artificial Intelligence, IJCAI-77
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1977
SP  - 659
EP  - 662
UR  - https://ijcai.org/proceedings/1977/158
ER  -