A Subspace Method for Feature Extraction Using Independent Components

Shuhei Kinukawa; Manabu Kotani; Seiichi Ozawa

doi:10.11499/sicep.2002.0.160.0

SICE Annual Conference 2002

DOI https://doi.org/10.11499/sicep.2002.0.160.0

会議情報

主催: The Society of Instrument and Control Engineers

共催: IEEE/Industiral Electronic Society, IEEE/Robotics and Automation Society, IEEE/Control System Society

A Subspace Method for Feature Extraction Using Independent Components

Shuhei Kinukawa, Manabu Kotani, Seiichi Ozawa

著者情報

キーワード: Independent component analysis, Subspace method, Pattern recognition

会議録・要旨集フリー

p. 160

詳細

抄録

We propose an approach to feature extraction using independent component analysis. The proposed method is combination of a subspace method and a combining strategy. Simulations are performed for the standard databases. Results reveal the effectiveness of the proposed method.

責任著者(Corresponding author)

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