Sensitivity analysis for biometric systems: A methodology based on orthogonal experiment designs

• Published in: Computer vision and image understanding Vol. 117; no. 5; pp. 532 - 550
• Main Authors: Lee, Yooyoung, Filliben, James J., Micheals, Ross J., Jonathon Phillips, P.
• Format: Journal Article
• Language: English
• Published: Amsterdam Elsevier Inc 01.05.2013; Elsevier
• Subjects: Applied sciences; Artificial intelligence; Biometrics; Characterization; Computer science; control theory; systems; Computer systems and distributed systems. User interface; Exact sciences and technology; Experiment design; Fractional factorial; Iris recognition; Memory and file management (including protection and security); Memory organisation. Data processing; Orthogonal; Pattern recognition. Digital image processing. Computational geometry; Sensitivity analysis; Software; Uncertainty; VASIR; Video-based biometric system; Biometrics; Fractional factorial; Characterization; Uncertainty; Sensitivity analysis; Orthogonal; Experiment design; VASIR; Iris recognition; Video-based biometric system; Image processing; Video signal; Algorithmics; Optimization; Statistical data; Efficiency; System analysis; Computer vision; Data analysis; Iris (eye); Statistical analysis; Image quality; Graphics; Experimental design; DNA; Factorial design; Voice

► Introduce an effective/structured sensitivity analysis methodology for biometric systems. ► Apply an orthogonal experiment design and statistical data analysis (graphical procedures). ► Provide insight and understanding of the key factors that affect the system performance. ► Illustrate the method...