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Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition


Dec 20, 2021
Andrey Kuehlkamp, Aidan Boyd, Adam Czajka, Kevin Bowyer, Patrick Flynn, Dennis Chute, Eric Benjamin


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CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning


Dec 01, 2021
Aidan Boyd, Patrick Tinsley, Kevin Bowyer, Adam Czajka


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Human-Aided Saliency Maps Improve Generalization of Deep Learning


May 07, 2021
Aidan Boyd, Kevin Bowyer, Adam Czajka


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Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition


Sep 01, 2020
Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin Bowyer, Adam Czajka, Stephanie Schuckers, Juan Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross

* 9 pages, 3 figures, 3 tables, Accepted for presentation at International Joint Conference on Biometrics (IJCB 2020) 

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Iris Presentation Attack Detection: Where Are We Now?


Jul 16, 2020
Aidan Boyd, Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer

* Under revision for Pattern Recognition Letters 

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Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch?


Feb 20, 2020
Aidan Boyd, Adam Czajka, Kevin Bowyer

* Presented at BTAS 2019 

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Are Gabor Kernels Optimal for Iris Recognition?


Feb 20, 2020
Aidan Boyd, Adam Czajka, Kevin Bowyer

* To appear at IJCB 2020 

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