Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health

被引:70
作者
Faundez-Zanuy, Marcos [1 ]
Fierrez, Julian [2 ]
Ferrer, Miguel A. [3 ]
Diaz, Moises [4 ]
Tolosana, Ruben [2 ]
Plamondon, Rejean [5 ]
机构
[1] Pompeu Fabra Univ, Sch Engn Tecnocampus, Barcelona, Spain
[2] Univ Autonoma Madrid, Sch Engn, Madrid, Spain
[3] Univ Las Palmas Gran Canaria, Inst Univ Desarrollo Tecnol & Innovac Comunicac, Las Palmas Gran Canaria, Spain
[4] Univ Atlantico Medio, Las Palmas Gran Canaria, Las Palmas, Spain
[5] Polytech Montreal, Dept Genie Elect, Montreal, PQ, Canada
基金
加拿大自然科学与工程研究理事会; 欧盟地平线“2020”;
关键词
Online handwriting; Biometrics; e-Security; e-Health; Privacy; RAPID HUMAN MOVEMENTS; KINEMATIC THEORY; SIGNATURE VERIFICATION; WRITER IDENTIFICATION; RECOGNITION; CHILDREN; ONLINE; PEN; SEGMENTATION; PROFICIENT;
D O I
10.1007/s12559-020-09755-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Online handwritten analysis presents many applications in e-security, signature biometrics being the most popular but not the only one. Handwriting analysis also has an important set of applications in e-health. Both kinds of applications (e-security and e-health) have some unsolved questions and relations among them that should be addressed in the next years. We summarize the state of the art and applications based on handwriting signals. Later on, we focus on the main achievements and challenges that should be addressed by the scientific community, providing a guide for future research. Among all the points discussed in this article, we remark the importance of considering security, health, and metadata from a joint perspective. This is especially critical due to the risks inherent when using these behavioral signals.
引用
收藏
页码:940 / 953
页数:14
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