Conformal self-organization for continuity on a feature map
Neural Networks
Conformality in the self-organization network
Artificial Intelligence
Consistent spherical parameterization
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Conformal self-organizing map on curved seamless surface
Neurocomputing
Manifold Construction Using the Multilayer Perceptron
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
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This paper presents a method to construct a smooth seamless conformal surface for the genus-0 manifold. The method is developed for the conformal self-organizing map [10]. The constructed surface is both piecewise smooth and continuous. The mapping between the model surface and the sphere surface is one-to-one and onto. We show experiments in surface reconstruction and texture mapping.