Fingerprint Recognition of Young Children

In 1899, Galton first captured ink-on-paper fingerprints of a single child from birth until the age of 4.5 years, manually compared the prints, and concluded that “the print of a child at the age of 2.5 years would serve to identify him ever after.” Since then, ink-on-paper fingerprinting and manual comparison methods have been superseded by digital capture and automatic fingerprint comparison techniques, but only a few feasibility studies on child fingerprint recognition have been conducted. Here, we present the first systematic and rigorous longitudinal study that addresses the following questions: 1) Do fingerprints of young children possess the salient features required to uniquely recognize a child? 2) If so, at what age can a child’s fingerprints be captured with sufficient fidelity for recognition? 3) Can a child’s fingerprints be used to reliably recognize the child as he ages? For this paper, we collected fingerprints of 309 children (0–5 years old) four different times over a one year period. We show, for the first time, that fingerprints acquired from a child as young as 6-h old exhibit distinguishing features necessary for recognition, and that state-of-the-art fingerprint technology achieves high recognition accuracy (98.9% true accept rate at 0.1% false accept rate) for children older than six months. In addition, we use mixed-effects statistical models to study the persistence of child fingerprint recognition accuracy and show that the recognition accuracy is not significantly affected over the one year time lapse in our data. Given rapidly growing requirements to recognize children for vaccination tracking, delivery of supplementary food, and national identification documents, this paper demonstrates that fingerprint recognition of young children (six months and older) is a viable solution based on available capture and recognition technology.

[1]  Thorsten Gerber,et al.  Applied Longitudinal Data Analysis Modeling Change And Event Occurrence , 2016 .

[2]  Geoffrey E. Hinton,et al.  Visualizing Data using t-SNE , 2008 .

[3]  Sargur N. Srihari,et al.  Generative models for fingerprint individuality using ridge models , 2008, 2008 19th International Conference on Pattern Recognition.

[4]  Anil K. Jain,et al.  Statistical Models for Assessing the Individuality of Fingerprints , 2005, IEEE Transactions on Information Forensics and Security.

[5]  Anil K. Jain,et al.  A longitudinal study of automatic face recognition , 2015, 2015 International Conference on Biometrics (ICB).

[6]  Sargur N. Srihari,et al.  Probability of Random Correspondence for Fingerprints , 2009, IWCF.

[7]  Anil K. Jain,et al.  Giving Infants an Identity: Fingerprint Sensing and Recognition , 2016, ICTD.

[8]  J. Shields Finger Prints , 1967 .

[9]  G. Molenberghs Applied Longitudinal Analysis , 2005 .

[10]  W. Herschel Skin Furrows of the Hand , 1880, Nature.

[11]  M Okajima,et al.  Development of dermal ridges in the fetus. , 1975, Journal of medical genetics.

[12]  J. Singer,et al.  Applied Longitudinal Data Analysis , 2003 .

[13]  David R. Ashbaugh,et al.  Quantitative-Qualitative Friction Ridge Analysis: An Introduction to Basic and Advanced Ridgeology , 1999 .

[14]  J. K. Schneider Title : Quantifying the Dermatoglyphic Growth Patterns in Children through Adolescence , 2010 .

[15]  Anil K. Jain,et al.  Recognizing infants and toddlers using fingerprints: Increasing the vaccination coverage , 2014, IEEE International Joint Conference on Biometrics.

[16]  Anil K. Jain,et al.  Longitudinal study of fingerprint recognition , 2015, Proceedings of the National Academy of Sciences.

[17]  L S Penrose,et al.  The development of the epidermal ridges. , 1973, Journal of medical genetics.

[18]  M. Nussbaum Finger Prints Palms And Soles An Introduction To Dermatoglyphics , 2016 .

[19]  Sharath Pankanti,et al.  On the individuality fingerprints , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[20]  Kentaro Toyama,et al.  Proceedings of the Eighth International Conference on Information and Communication Technologies and Development , 2016, ICTD.

[21]  H. G. Hill,et al.  Finger prints, palms and soles. An introduction to dermatoglyphics , 1945 .

[22]  Schumacher Guenter,et al.  Fingerprint Recognition for Children , 2013 .

[23]  Anil K. Jain,et al.  Advances in Capturing Child Fingerprints: A High Resolution CMOS Image Sensor with SLDR Method , 2016, 2016 International Conference of the Biometrics Special Interest Group (BIOSIG).