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4C7-18C Critical Anthropometric & Ergonomic Elements for Reliable Hand Placement in Hand Geometry Based Authentication System – Stephen Elliot - IAP




       Critical Anthropometric & Ergonomic Elements for Reliable Hand Placement
                      in Hand Geometry Based Authentication System
                                                                                          Eric P. Kukula, Research Assistant & Stephen J. Elliott, Ph.D., Assistant Professor
                                                                                                                 Biometrics Standards, Performance, & Assurance Laboratory,
                                                                                                          Department of Industrial Technology, College of Technology, Purdue University

       Motivation                                                                                                                                                                Hypothesis
                Current hand geometry biometric devices work well with the majority of                                                                                               Ergonomics can affect the performance of the biometric system whose output is
                individuals, but are problematic with subsets of the population such as the                                                                                          not Boolean, i.e. a password, but rather as a score. Suppose a biometric sample
                elderly, individuals with MSDs, or missing digits (Figure 1).                                                                                                        (hand image) is acquired and denoted as h and h’ for two independent samples
                                                                                                                                                                                     collected from the same individual at different times. After the hand geometry
                Literature search has yielded little work in the area related to human factors with
                                                                                                                                                                                     system processes the images h and h’ you get:
                regard to biometric device design.
                Provide an ergonomically designed biometric device that includes an examination
                                                                                                                                                                                        h = f (h )   and   h' = f ( h ' )
                on critical anthropometric and ergonomic elements to improve hand placement                                                                                          However variability in the actual subjects over time causes variability in the
                and resulting performance for a hand geometry device. This area of research                                                                                          samples, thus we indicate h and h’ being functions of time:
                                                                                                                                                                                        h = h(t ) = f (h(t )) and h' = h' (t ' ) = f (h' (t '))
                called Human Biometric Sensor Interaction (HBSI) is a new topic of interest in the
                biometric community.
                                                                                                                                                                                     Biometrics differentiate between individuals by computing scores, s(h, h’), or
                                                                                                                                                                                     probabilities, Prob(h≡h’). As this is a function of t, the argument can be written as:
                                                                                                                                                                                        s(h' , h) = s(h' (t ' ), h(t ) ) = s ( f (h' (t ' )), f (h(t )) )
                                                                                                                                                                                     However score is also dependent upon the repeatability of images, which is a
                                                                                                                                                                                     function of hand placement, and thus impacted by ergonomics, e.
                                                                                                                                                                                        s (h' , h) = s(h' (t ' , e' ), h(t , e) ) = s( f (h' (t ' , e' )), f (h(t , e)) )

                                                                                                                                                                                 Expected Outcome
                                                                                                                                                                                 Integrating anthropometric and ergonomic elements into the design of a hand
                                                                                                                                                                                 geometry device would minimize unneeded stressors on the hand and wrist,
              Figure 1. Example of a “normal” user (left) and a problematic user with a partial                                                                                  simplifying the way individuals interact with the hand geometry device, and
                                          missing digit (right).                                                                                                                 maximizes repeatability of hand placement, allowing for a broader range of
                                                                                                                                                                                 individuals to use the device, ultimately affecting system performance.

      Methodology
               Utilizes both qualitative and quantitative methods
                    Qualitative components include:                                                                                                      Quantitative components include:
                       Interviews                                                                                                                             Critical anthropometric elements
                       Focus groups of 4 groups including:                                                                                                    Surveys
                          Technical experts                                                                                                                   Testing and statistical analysis
                          Ergonomic experts
                          Hand geometry users
                          Problematic users




                                                                                                                                                                                      Device
                                                                                                                                                                                      Design




                                                                                   Review of current                                                   Qualitative and
                                                                                     technology                                                        anthropometric               Testing &
                                                                                    and literature                                                        analysis                  Analysis

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(2006) Critical Anthropometric & Ergonomic Elements for Reliable Hand Placement in Hand Geometry Based Authentication System

  • 1. 4C7-18C Critical Anthropometric & Ergonomic Elements for Reliable Hand Placement in Hand Geometry Based Authentication System – Stephen Elliot - IAP Critical Anthropometric & Ergonomic Elements for Reliable Hand Placement in Hand Geometry Based Authentication System Eric P. Kukula, Research Assistant & Stephen J. Elliott, Ph.D., Assistant Professor Biometrics Standards, Performance, & Assurance Laboratory, Department of Industrial Technology, College of Technology, Purdue University Motivation Hypothesis Current hand geometry biometric devices work well with the majority of Ergonomics can affect the performance of the biometric system whose output is individuals, but are problematic with subsets of the population such as the not Boolean, i.e. a password, but rather as a score. Suppose a biometric sample elderly, individuals with MSDs, or missing digits (Figure 1). (hand image) is acquired and denoted as h and h’ for two independent samples collected from the same individual at different times. After the hand geometry Literature search has yielded little work in the area related to human factors with system processes the images h and h’ you get: regard to biometric device design. Provide an ergonomically designed biometric device that includes an examination h = f (h ) and h' = f ( h ' ) on critical anthropometric and ergonomic elements to improve hand placement However variability in the actual subjects over time causes variability in the and resulting performance for a hand geometry device. This area of research samples, thus we indicate h and h’ being functions of time: h = h(t ) = f (h(t )) and h' = h' (t ' ) = f (h' (t ')) called Human Biometric Sensor Interaction (HBSI) is a new topic of interest in the biometric community. Biometrics differentiate between individuals by computing scores, s(h, h’), or probabilities, Prob(h≡h’). As this is a function of t, the argument can be written as: s(h' , h) = s(h' (t ' ), h(t ) ) = s ( f (h' (t ' )), f (h(t )) ) However score is also dependent upon the repeatability of images, which is a function of hand placement, and thus impacted by ergonomics, e. s (h' , h) = s(h' (t ' , e' ), h(t , e) ) = s( f (h' (t ' , e' )), f (h(t , e)) ) Expected Outcome Integrating anthropometric and ergonomic elements into the design of a hand geometry device would minimize unneeded stressors on the hand and wrist, Figure 1. Example of a “normal” user (left) and a problematic user with a partial simplifying the way individuals interact with the hand geometry device, and missing digit (right). maximizes repeatability of hand placement, allowing for a broader range of individuals to use the device, ultimately affecting system performance. Methodology Utilizes both qualitative and quantitative methods Qualitative components include: Quantitative components include: Interviews Critical anthropometric elements Focus groups of 4 groups including: Surveys Technical experts Testing and statistical analysis Ergonomic experts Hand geometry users Problematic users Device Design Review of current Qualitative and technology anthropometric Testing & and literature analysis Analysis