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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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A Study of the Human Perception of Synthetic Faces


Nov 08, 2021
Bingyu Shen, Brandon RichardWebster, Alice O'Toole, Kevin Bowyer, Walter J. Scheirer


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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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Going Deeper Into Face Detection: A Survey


Apr 13, 2021
Shervin Minaee, Ping Luo, Zhe Lin, Kevin Bowyer


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Remote Pulse Estimation in the Presence of Face Masks


Jan 11, 2021
Jeremy Speth, Nathan Vance, Patrick Flynn, 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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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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Learning Transformation-Aware Embeddings for Image Forensics


Jan 13, 2020
Aparna Bharati, Daniel Moreira, Patrick Flynn, Anderson Rocha, Kevin Bowyer, Walter Scheirer

* Supplemental material for this paper is available at https://drive.google.com/file/d/1covDhaTN24zkmyQf1XCTZHNrUZdZqGyo/view?usp=sharing 

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Characterizing the Variability in Face Recognition Accuracy Relative to Race


May 08, 2019
KS Krishnapriya, Kushal Vangara, Michael C. King, Vitor Albiero, Kevin Bowyer

* Paper will appear in the BEFA workshop at CVPR 2019 

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Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets


Apr 10, 2019
Joel Brogan, Aparna Bharati, Daniel Moreira, Kevin Bowyer, Patrick Flynn, Anderson Rocha, Walter Scheirer


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Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks


Jan 04, 2019
Daniel Kerrigan, Mateusz Trokielewicz, Adam Czajka, Kevin Bowyer

* Paper submitted for the IEEE International Conference on Biometrics (ICB2019) 

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Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection


Nov 25, 2018
Andrey Kuehlkamp, Allan Pinto, Anderson Rocha, Kevin Bowyer, Adam Czajka

* IEEE Transactions on Information Forensics and Security (Early Access), 2018 

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Predicting Gender from Iris Texture May Be Harder Than It Seems


Nov 25, 2018
Andrey Kuehlkamp, Kevin Bowyer

* Paper accepted for publication at the IEEE Winter Conference on Applications of Computer Vision - 2019 

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Found a good match: should I keep searching? - Accuracy and Performance in Iris Matching Using 1-to-First Search


Mar 22, 2018
Andrey Kuehlkamp, Kevin Bowyer

* Image and Vision Computing vol 73, May 2018, pp. 17-27 

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Provenance Filtering for Multimedia Phylogeny


Jun 01, 2017
Allan Pinto, Daniel Moreira, Aparna Bharati, Joel Brogan, Kevin Bowyer, Patrick Flynn, Walter Scheirer, Anderson Rocha

* 5 pages, Accepted in IEEE International Conference on Image Processing (ICIP), 2017 

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U-Phylogeny: Undirected Provenance Graph Construction in the Wild


May 31, 2017
Aparna Bharati, Daniel Moreira, Allan Pinto, Joel Brogan, Kevin Bowyer, Patrick Flynn, Walter Scheirer, Anderson Rocha

* 5 pages, Accepted in International Conference on Image Processing, 2017 

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Spotting the Difference: Context Retrieval and Analysis for Improved Forgery Detection and Localization


May 01, 2017
Joel Brogan, Paolo Bestagini, Aparna Bharati, Allan Pinto, Daniel Moreira, Kevin Bowyer, Patrick Flynn, Anderson Rocha, Walter Scheirer

* 5 pages, 5 figures 

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Gender-From-Iris or Gender-From-Mascara?


Feb 04, 2017
Andrey Kuehlkamp, Benedict Becker, Kevin Bowyer


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