| J. Laaksonen, V. Vuori, E. Oja, and J. Kangas. Advances in Handwriting Recognition, chapter Adaptation of prototype sets in on-line recognition of isolated handwritten Latin characters, pages 489--497. World Scientific Publishing, 1999. |
....similar manner as the k NN rule but only a consistent subset of the training samples not the whole training set is used as the prototype set. In this work, the prototypes are selected by a clustering algorithm instead of the originally proposed condensing algorithm. The clustering algorithm [5] is semiautomatic. This means that the number of clusters, or prototypes, must be predefined. The number of different writing styles per character class and stroke number variation was manually examined. In the current system, the same number of prototypes (7) is used for each class. The number of ....
J. Laaksonen, V. Vuori, E. Oja, and J. Kangas. Advances in Handwriting Recognition, chapter Adaptation of prototype sets in on-line recognition of isolated handwritten Latin characters, pages 489--497. World Scientific Publishing, 1999.
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