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Evaluating Proposed Fairness Models for Face Recognition Algorithms

Conference
Howard, John J., Laird, Eli J.., Rubin, Rebecca E., Yevgeniy, Sirotin B.., Tipton, Jerry L., and Vemury, Arun R.
26th International Conference on Pattern Recognition (2022)
Publication year: 2022

Disparate Impact in Facial Recognition Stems from the Broad Homogeneity Effect: A Case Study and Method to Resolve

Conference
Howard, John J., Laird, Eli J., and Sirotin, Yevgeniy B.
26th International Conference on Pattern Recognition (2022)
Publication year: 2022

COVID-19 Masks Increase the Influence of Face Recognition Algorithm Decisions on Human Decisions in Unfamiliar Face Matching

Journal Paper
Barragan, D., Howard, John J., Rabbitt, Laura R., and Sirotin, Yevgeniy B.
PLoS One 17.11 (2022): e0277625
Publication year: 2022

Skin Reflectance Image Correction in Biometric Image Capture

Patent
Vemury, Arun R., Sirotin, Yevgeniy B., Cook, Cynthia M., Howard, John J., Tipton, Jerry L.
US Patent App. 17/185,588,
Publication year: 2021

Reliability and Validity of Image-Based and Self-Reported Skin Phenotype Metrics

Journal Paper
Howard, John J., Sirotin, Yevgeniy B., Tipton, Jerry L., and Vemury, Arun R.
IEEE Transactions on Biometrics, Behavior, and Ideneity Science (IEEE-TBIOM) Volume: 3 Issue: 4, October 2021, DOI: 10.1109/TBIOM.2021.3123550
Publication year: 2021

Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms

Journal Paper
Howard, John J., Sirotin, Yevgeniy B., Tipton, Jerry L., and Vemury, Arun R.
The U.S. Department of Homeland Security, Science and Technology Directorate, Technical Paper Series
Publication year: 2021

Detection of Skin Reflectance in Biometric Image Capture

Patent
Sirotin, Yevgeniy B., Vemury, Arun R., Cook, Cynthia M., Howard, John J., and Tipton, Jerry L.
US Patent App. 17/185,487, 2021
Publication year: 2021

Human-algorithm teaming in face recognition: How algorithm outcomes cognitively bias human decision-making

Journal Paper
Howard, John J., Rabbitt, Laura R., and Sirotin, Yevgeniy B.
PLoS One 15, no. 8 (2020): e0237855
Publication year: 2020

A Scenario Evaluation of High-Throughput Face Biometric Systems: Select Results from the 2019 Department of Homeland Security Biometric Technology Rally

Journal Paper
Hasselgren , Jacob A., Howard, John J., Sirotin, Yevgeniy B., Tipton, Jerry L., and Vemury, Arun R.
The U.S. Department of Homeland Security, Science and Technology Directorate, Technical Paper Series
Publication year: 2020

The Effect of Broad and Specific Demographic Homogeneity on the Imposter Distributions and False Match Rates in Face Recognition Algorithm Performance

Conference
Howard, John J., Siroten, Yevgeniy B., and Vemury, Arun R.
IEEE 10th International Conference on Biometric Theory, Applications, and Systems
Publication year: 2019