自组织网络对美国手语识别的适应性研究

Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ Pub Date : 1993-10-28 DOI:10.1109/IEMBS.1993.978529

Soowon Kim, M. Waldron

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引用次数: 6

摘要

为了探索美国手语词汇识别的可扩展性，开发了Kohonen自组织网络的改进标记过程。该方法首先用于手型识别，然后应用于美国手语单词的识别。这种方法的优点是网络不需要重新训练来增加学习集，只需要重新标记，从而使学习更具适应性。

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Adaptation of self organizing network for ASL recognition

Modified labeling process for Kohonen’s Self Organizing Network was developed to explore the expandability of American Sign Language (ASL) vocabulary recognition. The labeling process was developed for handshape recognition and then applied to recognize ASL words. The advantage of this method is that the network does not have to be retrained to increase the learned set only re labeled thus making the \earning more adaptable.

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Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ

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