A Novel Approach to Dynamic Signature Verification Using Sensor-Based Data glove | Science Publications

American Journal of Applied Sciences

Nidal S. Kamel¹  Rosli Besar¹  Shohel Sayeed¹ 

关键词: Data glove;    signature verification;    singular value decomposition;    euclidean distance;   

DOI  :  10.3844/ajassp.2009.233.240

学科分类：自然科学（综合）

来源: Science Publications

【 摘 要 】

Data glove is a new dimension in the field of virtual reality environments, initially designed to satisfy the stringent requirements of modern motion capture and animation professionals. In this study we try to shift the implementation of data glove from motion animation towards signature verification problem, making use of the offered multiple degrees of freedom for each finger and for the hand as well. We used an SVD-based technique to extract the feature values of different sensors locating on corresponding fingers in the signing process and evaluated the results for writer authentication. The technique is tested with large number of authentic and forgery signatures using data gloves with 14, 5 and 4 sensor and shows a significant level of accuracy with 2.46~5.0% of EER.

【 授权许可】

Unknown