基于心音的身份验证:研究进展与发展方向
Human Identity Verification based on Heart Sounds: Recent Advances and Future Directions
摘要:
身份验证是我们日常生活中越来越重要的过程,生物特征识别是身份验证问题的自然解决方案。生物特征识别领域最重要的研究方向之一是表征新的生物特征,这些特征可以与其他特征结合使用,以限制其缺点或提高其性能。这项工作的目的是向读者介绍使用心音进行生物识别,描述这种新特性的优点和缺点,并详细分析不同研究小组迄今为止开发的方法及其性能。
英文摘要:
Identity verification is an increasingly important process in our daily lives, and biometric recognition is a natural solution to the authentication problem. One of the most important research directions in the field of biometrics is the characterization of novel biometric traits that can be used in conjunction with other traits, to limit their shortcomings or to enhance their performance. The aim of this work is to introduce the reader to the usage of heart sounds for biometric recognition, describing the strengths and the weaknesses of this novel trait and analyzing in detail the methods developed so far by different research groups and their performance.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。