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Biometric recognition of newborns and infants by non-contact fingerprinting: lessons learned
Steven Saggese1, Yunting Zhao1, Tom Kalisky1
1California Institute for Telecommunications and Information Technology, University of California, San Diego, La Jolla, Ca, 92093, USA.
Insights
Reliable infant biometric identification is challenging. This study introduces a novel non-contact optical fingerprint imaging technology, achieving high accuracy for newborn and infant identification in clinical trials.
Area of Science:
- Biometrics
- Medical Technology
- Pediatric Health
Background:
- Establishing trusted identification for newborns and young children presents significant challenges.
- Existing biometric systems often fail to accommodate the unique physiological and developmental characteristics of infants.
- Previous efforts in infant biometrics have faced numerous barriers, limiting widespread adoption.
Purpose of the Study:
- To review the current state of biometric identification for infants and identify key challenges.
- To introduce and evaluate a novel non-contact optical imaging system for infant fingerprint identification.
- To assess the performance of this technology in a clinical setting with newborns and infants.
Main Methods:
- A comprehensive review of biometric identification methods for infants and adults was conducted.
- A non-contact optical imaging platform for fingerprint acquisition was developed using Human-Centered Design.
- The technology underwent iterative development to address infant-specific failure modes.
- A clinical trial was performed at an urban hospital in Mexico to evaluate the system's accuracy.
Main Results:
- The developed non-contact optical fingerprint system demonstrated high accuracy in identifying newborns and infants.
- Preliminary results indicate matching rates suitable for reliable biometric identification in large populations.
- The Human-Centered Design approach successfully mitigated common failure modes in infant biometrics.
Conclusions:
- Non-contact optical fingerprint imaging offers a promising solution for reliable infant identification.
- The developed technology addresses critical barriers previously hindering infant biometric systems.
- Further clinical validation is supported by the high accuracy achieved in the initial trial.
Abstract:
Despite years of effort, reliable biometric identification of newborns and young children has remained elusive. In this paper, we review the importance of trusted identification methods, the biometric landscape for infants and adults, barriers and success stories, and we discuss specific failure modes particular to young children. We then describe our approach to infant identification using non-contact optical imaging of fingerprints. We detail our technology development history, including Human-Centered Design methods, various iterations of our platform, and how these iterations addressed failure modes in the identification process. We close with a brief description of our clinical trial of newborns and infants at an urban hospital in Mexico and report preliminary results that show high accuracy, with matching rates consistent with acceptable field-performance for reliable biometric identification in large populations.
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