Minimum description length method for facet matching

Stephen J. Maybank; Roberto Fraile

doi:10.1117/12.323675

25 September 1998 Minimum description length method for facet matching

Stephen J. Maybank, Roberto Fraile

Proceedings Volume 3545, International Symposium on Multispectral Image Processing (ISMIP'98); (1998) https://doi.org/10.1117/12.323675
Event: International Symposium on Multispectral Image Processing, 1998, Wuhan, China

Abstract

The minimum description length (MDL) criterion is used to fit a facet model of a car to an image. The best fit is achieved when the difference image between the car and the background has the greatest compression. MDL overcomes the overfitting and parameter precision problems which hamper the more usual maximum likelihood method of model fitting. Some preliminary results are shown.

Citation Download Citation

Stephen J. Maybank and Roberto Fraile "Minimum description length method for facet matching", Proc. SPIE 3545, International Symposium on Multispectral Image Processing (ISMIP'98), (25 September 1998); https://doi.org/10.1117/12.323675

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