多光谱全手生物识别认证系统

Robert K. Rowe, U. Uludag, Meltem Demirkus, Sujan T. V. Parthasaradhi, Anil K. Jain
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引用次数: 129

摘要

我们描述了一个原型全手成像系统的设计和开发。该传感器基于多光谱技术,通过单个用户与传感器的交互,能够提供用户手的形状、指纹和掌纹模式。对于这些模式,我们的系统与其他单峰传感器相比的明显优势包括:(i)更快的采集时间,(ii)更好的图像质量,以及(iii)提供欺骗检测的能力。在中等规模数据库上的初步结果显示,基于单个模态、多指融合和手指与手掌融合后的识别性能良好。为了进一步提高性能,原型机正在进行改进。
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A Multispectral Whole-Hand Biometric Authentication System
We describe the design and development of a prototype whole-hand imaging system. The sensor is based on multispectral technology that is able to provide hand shape, fingerprints and palmprint modalities of a user's hand by a single user interaction with the sensor. A clear advantage of our system over other unimodal sensors for these modalities include: (i) faster acquisition time, (ii) better quality images, and (iii) ability to provide spoof detection. Initial results on a medium-size database show good recognition performance based on individual modalities as well as after fusing multiple fingers and fusing finger and palm. The prototype is being refined in order to improve performance even further.
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