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28 April 2010 Biometric person authentication method using features extracted from pen holding style
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Abstract
The manner of holding a pen is distinctive among people. Therefore, pen holding style is useful for person authentication. In this paper, we propose a biometric person authentication method using features extracted from images of pen holding style. Images of the pen holding style are captured by a camera, and several features are extracted from the captured images. These features are compared with a reference dataset to calculate dissimilarity scores, and these scores are combined for verification using a three-layer perceptron. Preliminary experiments were performed by using a private database. The proposed system yielded an equal error rate (EER) of 2.6%.
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Yuuki Hashimoto, Daigo Muramatsu, and Hiroyuki Ogata "Biometric person authentication method using features extracted from pen holding style", Proc. SPIE 7708, Mobile Multimedia/Image Processing, Security, and Applications 2010, 77080H (28 April 2010); https://doi.org/10.1117/12.854835
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