Human Hand Recognition Using IPCA-ICA Algorithm

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چکیده

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Human Hand Recognition Using IPCA-ICA Algorithm

A human hand recognition system is introduced. First, a simple preprocessing technique which extracts the palm, the four fingers, and the thumb is introduced. Second, the eigenpalm, the eigenfingers, and the eigenthumb features are obtained using a fast incremental principal non-Gaussian directions analysis algorithm, called IPCA-ICA. This algorithm is based on merging sequentially the runs of ...

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ژورنال

عنوان ژورنال: EURASIP Journal on Advances in Signal Processing

سال: 2007

ISSN: 1687-6180

DOI: 10.1155/2007/91467