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Start Over Author "Wan Ching Chen" Journal fifth international conference on artificial neural networks
1 results on '"Wan Ching Chen"'

1. Bayesian labelling of image corner features using a grey-level corner model with a bootstrapped modular neural network

Author

Wan-Ching Chen, Peter I. Rockett, and Rajeev Kumar

Subjects
Artificial neural network, Bootstrapping, business.industry, Computer science, Bayesian probability, System identification, Pattern recognition, Image processing, Artificial intelligence, Modular neural network, business, Real image, Partition (database)
Abstract

In this paper we report the results of Bayesian labelling corner features in images with a modular neural network trained on data from a grey-level model of corners. Since adequate learning the whole mapping by a single network is problematic we present a bootstrapping procedure to partition data across modules. Results on real images are presented together with comparisons with the same labelling task performed by a monolithic network.

Published
1997
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