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Journal Articles

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2024
[j20]
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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): 2766-2778 (2024)
[j19]
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
MSPM: A Multisite Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation. IEEE Trans. Instrum. Meas. 73: 1-14 (2024)
2023
[j18]
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Jacob Piland, Adam Czajka, Christopher Sweet:
Model Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors. IEEE Access 11: 63430-63441 (2023)
[j17]
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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: 3238-3250 (2023)
2022
[j16]
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Christoph Busch, Adam Czajka, Farzin Deravi, Pawel Drozdowski, Marta Gomez-Barrero, Georg Hasse, Olaf Henniger, Els Kindt, Jascha Kolberg, Alexander Nouak, Kiran B. Raja, Raghavendra Ramachandra, Christian Rathgeb, Jean Salomon, Raymond N. J. Veldhuis:
A response to the European Data Protection Supervisor 'Misunderstandings in Biometrics' by the European Association for Biometrics. IET Biom. 11(1): 79-86 (2022)
[j15]
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Nathan Vance, Jeremy Speth, Siamul Karim Khan, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn:
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results. IEEE Trans. Biom. Behav. Identity Sci. 4(4): 522-532 (2022)
2021
[j14]
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Unifying frame rate and temporal dilations for improved remote pulse detection. Comput. Vis. Image Underst. 210: 103246 (2021)
[j13]
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Maria Freytsis, Iain Barclay, Swapna Krishnakumar Radha, Adam Czajka, Geoffrey H. Siwo, Ian J. Taylor, Sherri L. Bucher:
Development of a Mobile, Self-Sovereign Identity Approach for Facility Birth Registration in Kenya. Frontiers Blockchain 4: 631341 (2021)
[j12]
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Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer:
Robust Iris Presentation Attack Detection Fusing 2D and 3D Information. IEEE Trans. Inf. Forensics Secur. 16: 510-520 (2021)
2020
[j11]
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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: 136570-136593 (2020)
[j10]
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-mortem iris recognition with deep-learning-based image segmentation. Image Vis. Comput. 94: 103866 (2020)
[j9]
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Aidan Boyd, Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer:
Iris presentation attack detection: Where are we now? Pattern Recognit. Lett. 138: 483-489 (2020)
2019
[j8]
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Andrey Kuehlkamp, Allan da Silva Pinto, Anderson Rocha, Kevin W. Bowyer, Adam Czajka:
Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 14(6): 1419-1431 (2019)
[j7]
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Iris Recognition After Death. IEEE Trans. Inf. Forensics Secur. 14(6): 1501-1514 (2019)
2018
[j6]
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Adam Czajka, Kevin W. Bowyer:
Presentation Attack Detection for Iris Recognition: An Assessment of the State-of-the-Art. ACM Comput. Surv. 51(4): 86:1-86:35 (2018)
[j5]
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Adam Czajka, Kevin W. Bowyer, Estefan Ortiz:
Analysis of diurnal changes in pupil dilation and eyelid aperture. IET Biom. 7(2): 136-144 (2018)
2017
[j4]
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Implications of ocular pathologies for iris recognition reliability. Image Vis. Comput. 58: 158-167 (2017)
[j3]
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Adam Czajka, Kevin W. Bowyer, Michael Krumdick, Rosaura G. VidalMata:
Recognition of Image-Orientation-Based Iris Spoofing. IEEE Trans. Inf. Forensics Secur. 12(9): 2184-2196 (2017)
2015
[j2]
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Adam Czajka:
Pupil Dynamics for Iris Liveness Detection. IEEE Trans. Inf. Forensics Secur. 10(4): 726-735 (2015)
1998
[j1]
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Jerzy R. Nawrocki, Adam Czajka, Wojciech Complak:
Scheduling Cyclic Tasks with Binary Periods. Inf. Process. Lett. 65(4): 173-178 (1998)

Conference and Workshop Papers

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2024
[c51]
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Rasel Ahmed Bhuiyan, Adam Czajka:
Forensic Iris Image Synthesis. WACV (Workshops) 2024: 1015-1023
2023
[c50]
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  - conf/aaai/BoydTBC23
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Aidan Boyd, Patrick Tinsley, Kevin W. Bowyer, Adam Czajka:
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces. AAAI 2023: 5930-5938
[c49]
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation. BIOSIGNALS 2023: 106-117
[c48]
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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: 622
[c47]
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Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn:
Full-Body Cardiovascular Sensing with Remote Photoplethysmography. CVPR Workshops 2023: 5994-6004
[c46]
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka:
Non-Contrastive Unsupervised Learning of Physiological Signals from Video. CVPR 2023: 14464-14474
[c45]
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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: 1-10
[c44]
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Jacob Piland, Christopher Sweet, Priscila Saboia, Charles Vardeman II, Adam Czajka:
Non-Generative Energy Based Models. IJCNN 2023: 1-8
[c43]
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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: 701-710
[c42]
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Siamul Karim Khan, Patrick Tinsley, Adam Czajka:
DeformIrisNet: An Identity-Preserving Model of Iris Texture Deformation. WACV 2023: 900-908
[c41]
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Aidan Boyd, Patrick Tinsley, Kevin W. Bowyer, Adam Czajka:
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning-Based Synthetic Face Detection. WACV 2023: 6097-6106
2022
[c40]
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Remote Pulse Estimation in the Presence of Face Masks. CVPR Workshops 2022: 2085-2094
[c39]
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Patrick Tinsley, Adam Czajka, Patrick J. Flynn:
Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises. IJCB 2022: 1-9
[c38]
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Lucas Parzianello, Adam Czajka:
Saliency-Guided Textured Contact Lens-Aware Iris Recognition. WACV (Workshops) 2022: 330-337
[c37]
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Andrey Kuehlkamp, Aidan Boyd, Adam Czajka, Kevin W. Bowyer, Patrick J. Flynn, Dennis Chute, Eric Benjamin:
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition. WACV (Workshops) 2022: 359-368
[c36]
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Aidan Boyd, Kevin W. Bowyer, Adam Czajka:
Human-Aided Saliency Maps Improve Generalization of Deep Learning. WACV 2022: 1255-1264
[c35]
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Digital and Physical-World Attacks on Remote Pulse Detection. WACV 2022: 2795-2804
2021
[c34]
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Jeremy Speth, Nathan Vance, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn:
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results. IJCB 2021: 1-8
[c33]
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Patrick Tinsley, Adam Czajka, Patrick J. Flynn:
This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models. WACV 2021: 1319-1327
2020
[c32]
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Aidan Boyd, Adam Czajka, Kevin W. Bowyer:
Are Gabor Kernels Optimal for Iris Recognition? IJCB 2020: 1-9
[c31]
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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: 1-9
[c30]
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Zhaoyuan Fang, Adam Czajka:
Open Source Iris Recognition Hardware and Software with Presentation Attack Detection. IJCB 2020: 1-8
[c29]
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  - conf/wacv/TrokielewiczCM20
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes. WACV 2020: 2296-2304
2019
[c28]
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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: 1-9
[c27]
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines. BTAS 2019: 1-8
[c26]
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  - conf/icb/KerriganTCB19
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Daniel Kerrigan, Mateusz Trokielewicz, Adam Czajka, Kevin W. Bowyer:
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks. ICB 2019: 1-7
[c25]
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Jeffery Kinnison, Mateusz Trokielewicz, Camila Carballo, Adam Czajka, Walter J. Scheirer:
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples. ICB 2019: 1-8
[c24]
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Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu:
CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation. ISBI 2019: 57-60
[c23]
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Adam Czajka, Zhaoyuan Fang, Kevin W. Bowyer:
Iris Presentation Attack Detection Based on Photometric Stereo Features. WACV 2019: 877-885
[c22]
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Daniel Moreira, Mateusz Trokielewicz, Adam Czajka, Kevin W. Bowyer, Patrick J. Flynn:
Performance of Humans in Iris Recognition: The Impact of Iris Condition and Annotation-Driven Verification. WACV 2019: 941-949
[c21]
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Adam Czajka, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn:
Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition. WACV 2019: 959-967
2018
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Presentation Attack Detection for Cadaver Iris. BTAS 2018: 1-10
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Ewelina Bartuzi, Katarzyna Roszczewska, Adam Czajka, Andrzej Pacut:
Unconstrained biometrie recognition based on thermal hand images. IWBF 2018: 1-8
[c18]
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Mateusz Trokielewicz, Adam Czajka:
Data-driven segmentation of post-mortem iris images. IWBF 2018: 1-7
2017
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Iris Recognition under Biologically Troublesome Conditions - Effects of Aging, Diseases and Post-mortem Changes. BIOSIGNALS 2017: 253-258
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David Yambay, Benedict Becker, Naman Kohli, Daksha Yadav, Adam Czajka, Kevin W. Bowyer, Stephanie Schuckers, Richa Singh, Mayank Vatsa, Afzel Noore, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Lingxiao He, Yiwei Ru, Haiqing Li, Nianfeng Liu, Zhenan Sun, Tieniu Tan:
LivDet iris 2017 - Iris liveness detection competition 2017. IJCB 2017: 733-741
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David Yambay, Brian Walczak, Stephanie Schuckers, Adam Czajka:
LivDet-Iris 2015 - Iris Liveness Detection Competition 2015. ISBA 2017: 1-6
2016
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Human iris recognition in post-mortem subjects: Study and database. BTAS 2016: 1-6
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-mortem human iris recognition. ICB 2016: 1-6
2015
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Adam Czajka, Kevin W. Bowyer:
Statistical evaluation of up-to-three-attempt iris recognition. BTAS 2015: 1-6
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Assessment of iris recognition reliability for eyes affected by ocular pathologies. BTAS 2015: 1-6
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Adam Czajka, Kevin W. Bowyer:
Statistical analysis of multiple presentation attempts in iris recognition. CYBCONF 2015: 483-488
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Database of iris images acquired in the presence of ocular pathologies and assessment of iris recognition reliability for disease-affected eyes. CYBCONF 2015: 495-500
2014
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David Yambay, James S. Doyle Jr., Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers:
LivDet-iris 2013 - Iris Liveness Detection Competition 2013. IJCB 2014: 1-8
2013
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Adam Czajka:
Template Ageing in Iris Recognition. BIOSIGNALS 2013: 70-78
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Adam Czajka:
Influence of Iris Template Aging on Recognition Reliability. BIOSTEC (Selected Papers) 2013: 284-299
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Adam Czajka, Pawel Bulwan:
Biometric verification based on hand thermal images. ICB 2013: 1-6
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Adam Czajka:
Database of iris printouts and its application: Development of liveness detection method for iris recognition. MMAR 2013: 28-33
2008
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Raul Sánchez-Reillo, Raul Alonso-Moreno, Adam Czajka, Young-Bin Kwon:
Automatic remote evaluation system for biometric testing. ICARCV 2008: 1137-1143
2007
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Adam Czajka, Przemek Strzelczyk, Marcin Chochowski, Andrzej Pacut:
Iris recognition with match-on-card. EUSIPCO 2007: 189-192
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Adam Czajka, Andrzej Pacut:
Iris Recognition with Adaptive Coding. RSKT 2007: 195-202

Parts in Books or Collections

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What is the meaning of the colors in the publication lists?

2019
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Adam Czajka, Benedict Becker:
Application of Dynamic Features of the Pupil for Iris Presentation Attack Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. 2019: 151-168
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David Yambay, Adam Czajka, Kevin W. Bowyer, Mayank Vatsa, Richa Singh, Afzel Noore, Naman Kohli, Daksha Yadav, Stephanie Schuckers:
Review of Iris Presentation Attack Detection Competitions. Handbook of Biometric Anti-Spoofing, 2nd Ed. 2019: 169-183

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2024
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation. CoRR abs/2402.02224 (2024)
[i57]
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  - journals/corr/abs-2404-10172
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Rasel Ahmed Bhuiyan, Adam Czajka:
Forensic Iris Image-Based Post-Mortem Interval Estimation. CoRR abs/2404.10172 (2024)
[i56]
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  - journals/corr/abs-2404-13449
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka:
SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals. CoRR abs/2404.13449 (2024)
[i55]
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  - journals/corr/abs-2405-00650
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Colton R. Crum, Samuel Webster, Adam Czajka:
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models. CoRR abs/2405.00650 (2024)
[i54]
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Mahsa Mitcheff, Patrick Tinsley, Adam Czajka:
Privacy-Safe Iris Presentation Attack Detection. CoRR abs/2408.02750 (2024)
2023
[i53]
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Jacob Piland, Adam Czajka, Christopher Sweet:
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors. CoRR abs/2303.00818 (2023)
[i52]
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  - journals/corr/abs-2303-06452
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Jeremy Speth, Nathan Vance, Benjamin Sporrer, Lu Niu, Patrick J. Flynn, Adam Czajka:
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation. CoRR abs/2303.06452 (2023)
[i51]
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  - journals/corr/abs-2303-07944
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Adam Czajka:
Non-Contrastive Unsupervised Learning of Physiological Signals from Video. CoRR abs/2303.07944 (2023)
[i50]
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  - journals/corr/abs-2303-09638
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Lu Niu, Jeremy Speth, Nathan Vance, Benjamin Sporrer, Adam Czajka, Patrick J. Flynn:
Full-Body Cardiovascular Sensing with Remote Photoplethysmography. CoRR abs/2303.09638 (2023)
[i49]
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  - journals/corr/abs-2303-11969
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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. CoRR abs/2303.11969 (2023)
[i48]
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  - journals/corr/abs-2304-01297
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Jacob Piland, Christopher Sweet, Priscila Saboia, Charles Vardeman II, Adam Czajka:
Non-Generative Energy Based Models. CoRR abs/2304.01297 (2023)
[i47]
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  - journals/corr/abs-2306-05527
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Colton R. Crum, Aidan Boyd, Kevin W. Bowyer, Adam Czajka:
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training. CoRR abs/2306.05527 (2023)
[i46]
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  - journals/corr/abs-2310-04541
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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 abs/2310.04541 (2023)
[i45]
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Colton R. Crum, Adam Czajka:
MENTOR: Human Perception-Guided Pretraining for Iris Presentation Detection. CoRR abs/2310.19545 (2023)
[i44]
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Rasel Ahmed Bhuiyan, Adam Czajka:
Forensic Iris Image Synthesis. CoRR abs/2312.04125 (2023)
[i43]
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  - journals/corr/abs-2312-12028
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Siamul Karim Khan, Patrick Tinsley, Mahsa Mitcheff, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
EyePreserve: Identity-Preserving Iris Synthesis. CoRR abs/2312.12028 (2023)
2022
[i42]
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Siamul Karim Khan, Patrick Tinsley, Adam Czajka:
DeformIrisNet: An Identity-Preserving Model of Iris Texture Deformation. CoRR abs/2207.08980 (2022)
[i41]
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  - journals/corr/abs-2208-03138
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Aidan Boyd, Daniel Moreira, Andrey Kuehlkamp, Kevin W. Bowyer, Adam Czajka:
Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition. CoRR abs/2208.03138 (2022)
[i40]
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Aidan Boyd, Patrick Tinsley, Kevin W. Bowyer, Adam Czajka:
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces. CoRR abs/2208.10544 (2022)
[i39]
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Aidan Boyd, Jeremy Speth, Lucas Parzianello, Kevin W. Bowyer, Adam Czajka:
State Of The Art In Open-Set Iris Presentation Attack Detection. CoRR abs/2208.10564 (2022)
[i38]
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  - journals/corr/abs-2211-05629
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Patrick Tinsley, Adam Czajka, Patrick J. Flynn:
Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises. CoRR abs/2211.05629 (2022)
2021
[i37]
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Remote Pulse Estimation in the Presence of Face Masks. CoRR abs/2101.04096 (2021)
[i36]
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Patrick Tinsley, Adam Czajka, Patrick J. Flynn:
This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models. CoRR abs/2101.05084 (2021)
[i35]
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  - journals/corr/abs-2105-03492
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Aidan Boyd, Kevin W. Bowyer, Adam Czajka:
Human-Aided Saliency Maps Improve Generalization of Deep Learning. CoRR abs/2105.03492 (2021)
[i34]
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Jeremy Speth, Nathan Vance, Adam Czajka, Kevin W. Bowyer, Diane Wright, Patrick J. Flynn:
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results. CoRR abs/2106.06583 (2021)
[i33]
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  - journals/corr/abs-2110-11525
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Jeremy Speth, Nathan Vance, Patrick J. Flynn, Kevin W. Bowyer, Adam Czajka:
Digital and Physical-World Attacks on Remote Pulse Detection. CoRR abs/2110.11525 (2021)
[i32]
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  - journals/corr/abs-2112-00686
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Aidan Boyd, Patrick Tinsley, Kevin W. Bowyer, Adam Czajka:
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning. CoRR abs/2112.00686 (2021)
[i31]
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  - journals/corr/abs-2112-00849
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Andrey Kuehlkamp, Aidan Boyd, Adam Czajka, Kevin W. Bowyer, Patrick J. Flynn, Dennis Chute, Eric Benjamin:
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition. CoRR abs/2112.00849 (2021)
2020
[i30]
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  - journals/corr/abs-2002-08916
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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 abs/2002.08916 (2020)
[i29]
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Aidan Boyd, Adam Czajka, Kevin W. Bowyer:
Are Gabor Kernels Optimal for Iris Recognition? CoRR abs/2002.08959 (2020)
[i28]
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Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer:
Robust Iris Presentation Attack Detection Fusing 2D and 3D Information. CoRR abs/2002.09137 (2020)
[i27]
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  - journals/corr/abs-2006-13252
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Aidan Boyd, Zhaoyuan Fang, Adam Czajka, Kevin W. Bowyer:
Iris Presentation Attack Detection: Where Are We Now? CoRR abs/2006.13252 (2020)
[i26]
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  - journals/corr/abs-2008-08220
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Zhaoyuan Fang, Adam Czajka:
Open Source Iris Recognition Hardware and Software with Presentation Attack Detection. CoRR abs/2008.08220 (2020)
[i25]
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  - journals/corr/abs-2009-00749
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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 abs/2009.00749 (2020)
2019
[i24]
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  - journals/corr/abs-1901-01028
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Daniel Kerrigan, Mateusz Trokielewicz, Adam Czajka, Kevin W. Bowyer:
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks. CoRR abs/1901.01028 (2019)
[i23]
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  - journals/corr/abs-1901-01575
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Jeffery Kinnison, Mateusz Trokielewicz, Camila Carballo, Adam Czajka, Walter J. Scheirer:
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples. CoRR abs/1901.01575 (2019)
[i22]
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  - journals/corr/abs-1901-01578
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Suraj Mishra, Peixian Liang, Adam Czajka, Danny Z. Chen, Xiaobo Sharon Hu:
CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation. CoRR abs/1901.01578 (2019)
[i21]
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  - journals/corr/abs-1901-01708
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation. CoRR abs/1901.01708 (2019)
[i20]
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  - journals/corr/abs-1911-02837
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-mortem Iris Decomposition and its Dynamics in Morgue Conditions. CoRR abs/1911.02837 (2019)
[i19]
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  - journals/corr/abs-1912-02512
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes. CoRR abs/1912.02512 (2019)
2018
[i18]
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  - journals/corr/abs-1804-00194
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Adam Czajka, Kevin W. Bowyer:
Presentation Attack Detection for Iris Recognition: An Assessment of the State of the Art. CoRR abs/1804.00194 (2018)
[i17]
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  - journals/corr/abs-1804-01962
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Iris Recognition After Death. CoRR abs/1804.01962 (2018)
[i16]
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  - journals/corr/abs-1807-04049
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
DCNN-based Human-Interpretable Post-mortem Iris Recognition. CoRR abs/1807.04049 (2018)
[i15]
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Presentation Attack Detection for Cadaver Iris. CoRR abs/1807.04058 (2018)
[i14]
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  - journals/corr/abs-1807-04154
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Mateusz Trokielewicz, Adam Czajka:
Data-Driven Segmentation of Post-mortem Iris Images. CoRR abs/1807.04154 (2018)
[i13]
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  - journals/corr/abs-1807-05245
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Daniel Moreira, Mateusz Trokielewicz, Adam Czajka, Kevin W. Bowyer, Patrick J. Flynn:
Performance of Humans in Iris Recognition: The Impact of Iris Condition and Annotation-driven Verification. CoRR abs/1807.05245 (2018)
[i12]
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  - journals/corr/abs-1807-05248
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Adam Czajka, Daniel Moreira, Kevin W. Bowyer, Patrick J. Flynn:
Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition. CoRR abs/1807.05248 (2018)
[i11]
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  - journals/corr/abs-1809-00168
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Implications of Ocular Pathologies for Iris Recognition Reliability. CoRR abs/1809.00168 (2018)
[i10]
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  - journals/corr/abs-1809-00174
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Human Iris Recognition in Post-mortem Subjects: Study and Database. CoRR abs/1809.00174 (2018)
[i9]
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  - journals/corr/abs-1809-00182
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Iris Recognition Under Biologically Troublesome Conditions - Effects of Aging, Diseases and Post-mortem Changes. CoRR abs/1809.00182 (2018)
[i8]
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  - journals/corr/abs-1809-00206
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Assessment of iris recognition reliability for eyes affected by ocular pathologies. CoRR abs/1809.00206 (2018)
[i7]
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  - journals/corr/abs-1809-00208
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Post-mortem Human Iris Recognition. CoRR abs/1809.00208 (2018)
[i6]
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  - journals/corr/abs-1809-00211
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Cataract influence on iris recognition performance. CoRR abs/1809.00211 (2018)
[i5]
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  - journals/corr/abs-1809-00212
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Database of iris images acquired in the presence of ocular pathologies and assessment of iris recognition reliability for disease-affected eyes. CoRR abs/1809.00212 (2018)
[i4]
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  - journals/corr/abs-1809-01040
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Mateusz Trokielewicz, Adam Czajka, Piotr Maciejewicz:
Iris recognition in cases of eye pathology. CoRR abs/1809.01040 (2018)
[i3]
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  - journals/corr/abs-1809-10172
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Joseph McGrath, Kevin W. Bowyer, Adam Czajka:
Open Source Presentation Attack Detection Baseline for Iris Recognition. CoRR abs/1809.10172 (2018)
[i2]
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  - journals/corr/abs-1811-07252
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Adam Czajka, Zhaoyuan Fang, Kevin W. Bowyer:
Iris Presentation Attack Detection Based on Photometric Stereo Features. CoRR abs/1811.07252 (2018)
[i1]
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  - journals/corr/abs-1811-10068
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Andrey Kuehlkamp, Allan da Silva Pinto, Anderson Rocha, Kevin W. Bowyer, Adam Czajka:
Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection. CoRR abs/1811.10068 (2018)

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