| 焦慧敏,王党校,张玉茹,方磊.倾角信息在基于力信息的签名识别中的作用[J].高技术通讯(中文),2012,22(5):538~544 |
| 倾角信息在基于力信息的签名识别中的作用 |
| The role of dip angle information in force based signature verification |
| 修订日期：2010-11-25 |
| DOI： |
| 中文关键词: 倾角信息， 握笔姿态， 数字笔， 签名识别 |
| 英文关键词: dip angle information, holding posture, digital pen, signature verification |
| 基金项目:国家自然科学基金（60605027）和北京市自然科学基金（4082019）资助项目 |
| 作者 | 单位 | | 焦慧敏 | 北京航空航天大学虚拟现实技术与系统国家重点实验室 | | 王党校 | 北京航空航天大学虚拟现实技术与系统国家重点实验室 | | 张玉茹 | 北京航空航天大学虚拟现实技术与系统国家重点实验室 | | 方磊 | 北京航空航天大学虚拟现实技术与系统国家重点实验室 |
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| 中文摘要: |
| 探讨了将倾角信息引入基于力信息的签名识别是否能有效消除传统数字书写笔在书写过程中须保持固定姿态的这种限制，是否会对系统的识别性能产生影响。采用书写力传递的方法，将倾角信息与力传感器的信息相结合，实现了多传感器信息融合，并将含有倾角信息的书写力与无倾角信息的书写力进行了识别性能对比试验。结果表明，在固定握笔姿态下，倾角信息对识别率的影响不大，而在自由握笔姿态下，倾角传感器与力传感器相结合可以有效提高系统识别性能。 |
| 英文摘要: |
| The problem that whether the introduction of the dip angle information of a digital pen for signature verification into the force based signature verification can effectively eliminate the restriction that ordinary digital pens require the writer to hold them in a fixed posture during handwriting and affect the performance of the recognition system was investigated. The method of force transmission was used to combine the inclination sensor information with the force sensor information to realize multi sensor information fusion. The experiments were conducted to compare the recognition capability of force signals with or without incorporating dip angle information. The results showed that dip angle information had little impact on the recognition rate when the digital pens were in a fixed posture. On the other hand, it played an important role when a pen was at a free posture. The combined information of a inclination sensor and a force sensor can improve the recognition performance of the system remarkably. |
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