SlideShare ist ein Scribd-Unternehmen logo
1 von 1
Downloaden Sie, um offline zu lesen
40D-4B8 Human Interaction & Biometrics - Kukula – Human Interactions




                             The Effects of Human Interaction on Biometric System Performance
                                                                       Eric P. Kukula, Graduate Researcher and Stephen J. Elliott, PhD, Associate Professor
                                                                                     Biometrics Standards, Performance, & Assurance Laboratory,
                                                                              Department of Industrial Technology, College of Technology, Purdue University
       Introduction                                                                         Conceptual Framework                                                   From
       BIOMETRICS is defined     as the automated recognition of                                                                                                   Tayyari
                                                                                                                                                                   & Smith
       behavioral and physiological characteristics of an individual.                                                                                              (2003)

       As the biometric industry matures, the research and
       development has remained focused on three areas:
       increasing performance, increasing throughput, and
       decreasing the size of the sensor or hardware device.
       Limited consideration has been given to the users. In
       addition, testing and reporting efforts generally report
       performance of the algorithm in terms of False Acceptance
       and False Rejection Rates.

       This research asserts that performance of a biometric                                                From ISO/IEC 19795-1 (2006)
       system will be dependent upon the user. Therefore it is
                                                                                                                                                      From ISO
       important to understand how the physical design of the                                                                                         9241-11
       biometric sensor affects not only system performance                                                                                           (1998)

       but how the user interaction.                                                         The General Biometric Model                  +   Ergonomics & Usability         =
       More importantly, does the performance of a biometric                                Expected Outcomes
       system performance satisfy the purpose of the users or                               The expected results from this study will not solve all usability and ergonomic problems as they relate to biometrics, as the
       organization using it? The authors have named this                                   process is iterative. However, it is expected the users will:
       research the Human-Biometric Sensor Interaction (HBSI),                                    Find the swipe sensor easier to use        providing more repeatable images.
       as it investigates how users present their biometric data to a                             Prefer the ergonomic form factor to the current form factor         satisfying the usability criteria.
       sensor, as every process in a biometric system is                                    Since the ergonomic form factor is easier to use and produces more repeatable images, the amount of training and
       dependent upon the collected biometric characteristics.                              interaction required to successfully create repeatable images will decrease.

                                                                                                       Preliminary Research
       Impact of Fingerprint Force on Image Quality                                                                                                 Small Area vs. Swipe-Based Fingerprint Sensors
                                                                                                                                                                   Swipe-
       The motivation for this research was to determine if the force (pressure) an individual applies to an optical     The purpose of this research was to understand the differences in
       fingerprint sensor can be correlated with the resulting image quality. It is well documented that many factors    performance between small area and swipe fingerprint sensors regarding
       affect fingerprint image quality such as age, ethnicity, moisture, temperature and force, although force has only FTA & FTE.
       been subjectively measured in the literature.

                                          Experiment 1                                                  Experiment 2




                                                                                                                                                    Small Area                                                   Swipe

                                                                                                                                                    Habituation with Biometric Devices
                                                                                                                                                    How an individual interacts with a biometric device so as to make
                                                                                                                                                    consistent, repeatable presentations is an important topic of discussion
                                                                                                                                                    within the biometrics community. In this study we proposed a novel
                                                                                                                                                    process to define habituation and provided data on how quickly
                                                                                                                                                    individuals in different circumstances can fully habituate to a biometric
                                                                                                                                                    device.

Weitere ähnliche Inhalte

Mehr von International Center for Biometric Research

Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...International Center for Biometric Research
 
(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applications(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applicationsInternational Center for Biometric Research
 
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...International Center for Biometric Research
 

Mehr von International Center for Biometric Research (20)

Examining Intra-Visit Iris Stability - Visit 2
Examining Intra-Visit Iris Stability - Visit 2Examining Intra-Visit Iris Stability - Visit 2
Examining Intra-Visit Iris Stability - Visit 2
 
Examining Intra-Visit Iris Stability - Visit 1
Examining Intra-Visit Iris Stability - Visit 1Examining Intra-Visit Iris Stability - Visit 1
Examining Intra-Visit Iris Stability - Visit 1
 
Examining Intra-Visit Iris Stability - Visit 3
Examining Intra-Visit Iris Stability - Visit 3Examining Intra-Visit Iris Stability - Visit 3
Examining Intra-Visit Iris Stability - Visit 3
 
Best Practices in Reporting Time Duration in Biometrics
Best Practices in Reporting Time Duration in BiometricsBest Practices in Reporting Time Duration in Biometrics
Best Practices in Reporting Time Duration in Biometrics
 
Examining Intra-Visit Iris Stability - Visit 5
Examining Intra-Visit Iris Stability - Visit 5Examining Intra-Visit Iris Stability - Visit 5
Examining Intra-Visit Iris Stability - Visit 5
 
Standards and Academia
Standards and AcademiaStandards and Academia
Standards and Academia
 
Interoperability and the Stability Score Index
Interoperability and the Stability Score IndexInteroperability and the Stability Score Index
Interoperability and the Stability Score Index
 
Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...
 
Cerias talk on testing and evaluation
Cerias talk on testing and evaluationCerias talk on testing and evaluation
Cerias talk on testing and evaluation
 
IT 54500 overview
IT 54500 overviewIT 54500 overview
IT 54500 overview
 
Ben thesis slideshow
Ben thesis slideshowBen thesis slideshow
Ben thesis slideshow
 
(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applications(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applications
 
ICBR Databases
ICBR DatabasesICBR Databases
ICBR Databases
 
Understanding Fingerprint Skin Characteristics and Image Quality
Understanding Fingerprint Skin Characteristics and Image QualityUnderstanding Fingerprint Skin Characteristics and Image Quality
Understanding Fingerprint Skin Characteristics and Image Quality
 
HBSI automation using the kinect
HBSI automation using the kinectHBSI automation using the kinect
HBSI automation using the kinect
 
(2013) Automatic Detection of Biometrics Transaction Times
(2013) Automatic Detection of Biometrics Transaction Times(2013) Automatic Detection of Biometrics Transaction Times
(2013) Automatic Detection of Biometrics Transaction Times
 
Biometric Course Overview - Purdue ICBR
Biometric Course Overview - Purdue ICBRBiometric Course Overview - Purdue ICBR
Biometric Course Overview - Purdue ICBR
 
(2013) The Role of Test Administrator and Error
(2013) The Role of Test Administrator and Error(2013) The Role of Test Administrator and Error
(2013) The Role of Test Administrator and Error
 
(2013) Examination of Stability in Fingerprint Recognition Across Force Levels
(2013) Examination of Stability in Fingerprint Recognition Across Force Levels(2013) Examination of Stability in Fingerprint Recognition Across Force Levels
(2013) Examination of Stability in Fingerprint Recognition Across Force Levels
 
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
 

Kürzlich hochgeladen

MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...Zilliz
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 

Kürzlich hochgeladen (20)

MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
WSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering DevelopersWSO2's API Vision: Unifying Control, Empowering Developers
WSO2's API Vision: Unifying Control, Empowering Developers
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 

(2007) The Effects of Human Interaction on Biometric System Performance

  • 1. 40D-4B8 Human Interaction & Biometrics - Kukula – Human Interactions The Effects of Human Interaction on Biometric System Performance Eric P. Kukula, Graduate Researcher and Stephen J. Elliott, PhD, Associate Professor Biometrics Standards, Performance, & Assurance Laboratory, Department of Industrial Technology, College of Technology, Purdue University Introduction Conceptual Framework From BIOMETRICS is defined as the automated recognition of Tayyari & Smith behavioral and physiological characteristics of an individual. (2003) As the biometric industry matures, the research and development has remained focused on three areas: increasing performance, increasing throughput, and decreasing the size of the sensor or hardware device. Limited consideration has been given to the users. In addition, testing and reporting efforts generally report performance of the algorithm in terms of False Acceptance and False Rejection Rates. This research asserts that performance of a biometric From ISO/IEC 19795-1 (2006) system will be dependent upon the user. Therefore it is From ISO important to understand how the physical design of the 9241-11 biometric sensor affects not only system performance (1998) but how the user interaction. The General Biometric Model + Ergonomics & Usability = More importantly, does the performance of a biometric Expected Outcomes system performance satisfy the purpose of the users or The expected results from this study will not solve all usability and ergonomic problems as they relate to biometrics, as the organization using it? The authors have named this process is iterative. However, it is expected the users will: research the Human-Biometric Sensor Interaction (HBSI), Find the swipe sensor easier to use providing more repeatable images. as it investigates how users present their biometric data to a Prefer the ergonomic form factor to the current form factor satisfying the usability criteria. sensor, as every process in a biometric system is Since the ergonomic form factor is easier to use and produces more repeatable images, the amount of training and dependent upon the collected biometric characteristics. interaction required to successfully create repeatable images will decrease. Preliminary Research Impact of Fingerprint Force on Image Quality Small Area vs. Swipe-Based Fingerprint Sensors Swipe- The motivation for this research was to determine if the force (pressure) an individual applies to an optical The purpose of this research was to understand the differences in fingerprint sensor can be correlated with the resulting image quality. It is well documented that many factors performance between small area and swipe fingerprint sensors regarding affect fingerprint image quality such as age, ethnicity, moisture, temperature and force, although force has only FTA & FTE. been subjectively measured in the literature. Experiment 1 Experiment 2 Small Area Swipe Habituation with Biometric Devices How an individual interacts with a biometric device so as to make consistent, repeatable presentations is an important topic of discussion within the biometrics community. In this study we proposed a novel process to define habituation and provided data on how quickly individuals in different circumstances can fully habituate to a biometric device.