Aidan Boyd

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 29

Top Topics

Iris Segmentation

Attack Detection

Iris Recognition

Top Venues

WACV (Workshops)

Publications

Colton R. Crum, Patrick Tinsley, Aidan Boyd, Jacob Piland, Christopher Sweet, Timothy Kelley, Kevin W. Bowyer, Adam Czajka
Explain to Me: Salience-Based Explainability for Synthetic Face Detection Models. IEEE Trans. Artif. Intell. 5 (6) (2024)
Aidan Boyd, Patrick J. Tinsley, Kevin W. Bowyer, Adam Czajka
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces. AAAI (2023)
Anna Zapaishchykova, Divyanshu Tak, Aidan Boyd, Zezhong Ye, Hugo J. W. L. Aerts, Benjamin H. Kann
SegmentationReview: A Slicer3D extension for fast review of AI-generated segmentations. Softw. Impacts 17 (2023)
Colton Crum, Patrick J. Tinsley, Aidan Boyd, Jacob Piland, Christopher Sweet, Timothy Kelley, Kevin W. Bowyer, Adam Czajka
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models. CoRR (2023)
Colton R. Crum, Aidan Boyd, Kevin Bowyer, Adam Czajka
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training. CoRR (2023)
Patrick Tinsley, Sandip Purnapatra, Mahsa Mitcheff, Aidan Boyd, Colton R. Crum, Kevin W. Bowyer, Patrick J. Flynn, Stephanie Schuckers, Adam Czajka, Meiling Fang, Naser Damer, Xingyu Liu, Caiyong Wang, Xianyun Sun, Zhaohua Chang, Xinyue Li, Guangzhe Zhao, Juan E. Tapia, Christoph Busch, Carlos M. Aravena, Daniel Schulz
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. CoRR (2023)
Patrick Tinsley, Sandip Purnapatra, Mahsa Mitcheff, Aidan Boyd, Colton R. Crum, Kevin W. Bowyer, Patrick J. Flynn, Stephanie Schuckers, Adam Czajka, Meiling Fang, Naser Damer, Xingyu Liu, Caiyong Wang, Xianyun Sun, Zhaohua Chang, Xinyue Li, Guangzhe Zhao, Juan E. Tapia, Christoph Busch, Carlos M. Aravena, Daniel Schulz
Iris Liveness Detection Competition (LivDet-Iris) - The 2023 Edition. IJCB (2023)
Colton R. Crum, Aidan Boyd, Kevin W. Bowyer, Adam Czajka
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training. BMVC (2023)
Aidan Boyd, Patrick J. Tinsley, Kevin W. Bowyer, Adam Czajka
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning-Based Synthetic Face Detection. WACV (2023)
Aidan Boyd, Jeremy Speth, Lucas Parzianello, Kevin W. Bowyer, Adam Czajka
Comprehensive Study in Open-Set Iris Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Aidan Boyd, Daniel Moreira, Andrey Kuehlkamp, Kevin W. Bowyer, Adam Czajka
Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition. WACV (Workshops) (2023)
Aidan Boyd, Patrick J. Tinsley, Kevin W. Bowyer, Adam Czajka
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces. CoRR (2022)
Aidan Boyd, Jeremy Speth, Lucas Parzianello, Kevin W. Bowyer, Adam Czajka
State Of The Art In Open-Set Iris Presentation Attack Detection. CoRR (2022)
Andrey Kuehlkamp, Aidan Boyd, Adam Czajka, Kevin W. Bowyer, Patrick Flynn, Dennis Chute, Eric Benjamin
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition. WACV (Workshops) (2022)
Arnav Jain, Julia Huang, Yashwanth Ravipati, Gregory Cain, Aidan Boyd, Zezhong Ye, Benjamin H. Kann
Head and Neck Primary Tumor and Lymph Node Auto-segmentation for PET/CT Scans. HECKTOR@MICCAI (2022)
Aidan Boyd, Kevin W. Bowyer, Adam Czajka
Human-Aided Saliency Maps Improve Generalization of Deep Learning. WACV (2022)
Aidan Boyd, Daniel Moreira, Andrey Kuehlkamp, Kevin W. Bowyer, Adam Czajka
Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition. CoRR (2022)
Andrey Kuehlkamp, Aidan Boyd, Adam Czajka, Kevin W. Bowyer, Patrick Flynn, Dennis Chute, Eric Benjamin
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition. CoRR (2021)
Aidan Boyd, Kevin W. Bowyer, Adam Czajka
Human-Aided Saliency Maps Improve Generalization of Deep Learning. CoRR (2021)
Aidan Boyd, Patrick J. Tinsley, Kevin W. Bowyer, Adam Czajka
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning. CoRR (2021)
Aidan Boyd, Adam Czajka, Kevin W. Bowyer
Are Gabor Kernels Optimal for Iris Recognition? CoRR (2020)
Aidan Boyd, Adam Czajka, Kevin W. Bowyer
Are Gabor Kernels Optimal for Iris Recognition? IJCB (2020)
Aidan Boyd, Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer
Iris Presentation Attack Detection: Where Are We Now? CoRR (2020)
Aidan Boyd, Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer
Iris presentation attack detection: Where are we now? Pattern Recognit. Lett. 138 (2020)
Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. CoRR (2020)
Aidan Boyd, Adam Czajka, Kevin W. Bowyer
Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch? CoRR (2020)
Aidan Boyd, Shivangi Yadav, Thomas Swearingen, Andrey Kuehlkamp, Mateusz Trokielewicz, Eric Benjamin, Piotr Maciejewicz, Dennis Chute, Arun Ross, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka
Post-Mortem Iris Recognition - A Survey and Assessment of the State of the Art. IEEE Access 8 (2020)
Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross
Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. IJCB (2020)
Aidan Boyd, Adam Czajka, Kevin W. Bowyer
Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch? BTAS (2019)