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Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation

7 January 2019

Papers citing "Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation"

32 / 32 papers shown

Title
Divisive Decisions: Improving Salience-Based Training for Generalization in Binary Classification Tasks Jacob Piland Chris Sweet A. Czajka 40 0 0 22 Jul 2025
Synthetic Iris Image Databases and Identity Leakage: Risks and Mitigation Strategies Ada Sawilska Mateusz Trokielewicz PILM 130 0 0 03 Jun 2025
Almost Right: Making First-layer Kernels Nearly Orthogonal Improves Model Generalization Colton R. Crum Adam Czajka OOD 133 0 0 23 Apr 2025
A Siamese Network to Detect If Two Iris Images Are Monozygotic Yongle Yuan Kevin W. Bowyer 199 0 0 12 Mar 2025
Towards Iris Presentation Attack Detection with Foundation Models Juan E. Tapia Lázaro J. González Soler Christoph Busch AAML VLM 63 3 0 10 Jan 2025
Iris Recognition for Infants R. Bhuiyan Mateusz Trokielewicz P. Maciejewicz Sherri Bucher A. Czajka 132 1 0 03 Jan 2025
Training Better Deep Learning Models Using Human Saliency Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka 118 0 0 21 Oct 2024
Post-Mortem Human Iris Segmentation Analysis with Deep Learning Afzal Hossain Tipu Sultan Stephanie Schuckers CVBM 98 2 0 06 Aug 2024
Privacy-Safe Iris Presentation Attack Detection Mahsa Mitcheff Patrick J. Tinsley Adam Czajka 160 2 0 05 Aug 2024
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models Colton R. Crum Samuel Webster Adam Czajka AAML CVBM 96 2 0 01 May 2024
Forensic Iris Image-Based Post-Mortem Interval Estimation R. Bhuiyan A. Czajka CVBM 112 0 0 15 Apr 2024
Forensic Iris Image Synthesis R. Bhuiyan A. Czajka 3DH CVBM 93 5 0 07 Dec 2023
Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack Detection Renu Sharma Redwan Sony Arun Ross AAML 146 3 0 21 Nov 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 189 2 0 30 Oct 2023
Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition Patrick J. Tinsley Sandip Purnapatra Mahsa Mitcheff Aidan Boyd Colton R. Crum ... Guangzhe Zhao Juan Tapia Christoph Busch Carlos Aravena Daniel Schulz VLM 107 11 0 06 Oct 2023
Deep Learning for Iris Recognition: A Review Yi Yin Si-Liang He Renye Zhang Hongli Chang Xu Han Jinghua Zhang PILM 83 13 0 15 Mar 2023
Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises Patrick J. Tinsley A. Czajka Patrick Flynn GAN 142 8 0 03 Nov 2022
Deep Learning for Iris Recognition: A Survey Kien X. Nguyen Hugo Proencca F. Alonso-Fernandez VLM 3DV 90 73 0 12 Oct 2022
State Of The Art In Open-Set Iris Presentation Attack Detection Aidan Boyd Jeremy Speth Lucas Parzianello Kevin W. Bowyer A. Czajka AAML 85 2 0 22 Aug 2022
Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition Aidan Boyd Daniel Moreira Andrey Kuehlkamp Kevin W. Bowyer A. Czajka CVBM 172 12 0 03 Aug 2022
KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation Jalil Nourmohammadi-Khiarak Samaneh Salehi Nasab F. Jaryani S. N. Moafinejad Rana Pourmohamad Y. Amini M. Noshad 36 4 0 09 Dec 2021
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition Andrey Kuehlkamp Aidan Boyd A. Czajka Kevin W. Bowyer Patrick Flynn D. Chute Eric Benjamin CVBM 149 11 0 01 Dec 2021
Introduction to Presentation Attack Detection in Iris Biometrics and Recent Advances J. Hernandez-Ortega Julian Fierrez Javier Galbally Marta Gomez-Barrero AAML 89 6 0 24 Nov 2021
Iris Liveness Detection using a Cascade of Dedicated Deep Learning Networks Juan Tapia Sebastian Gonzalez Christoph Busch 83 29 0 28 May 2021
A systematic review of transfer learning based approaches for diabetic retinopathy detection Burcu Oltu B. Karaca H. Erdem Atilla Özgür 118 15 0 28 May 2021
Human-Aided Saliency Maps Improve Generalization of Deep Learning Aidan Boyd Kevin W. Bowyer A. Czajka AAML 139 29 0 07 May 2021
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database SettingsInternational Conference on Pattern Recognition (ICPR), 2022 Mehak Gupta Vishal Singh Akshay Agarwal Mayank Vatsa Richa Singh AAML CVBM 74 21 0 25 Oct 2020
Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition Priyanka Das Joseph McGrath Zhaoyuan Fang Aidan Boyd Ganghee Jang ... Fadi Boutros Arjan Kuijper Renu Sharma Cunjian Chen Arun Ross VLM 84 42 0 01 Sep 2020
Resist : Reconstruction of irises from templates Sohaib Ahmad Christopher Geiger Benjamin Fuller CVBM 100 18 0 31 Jul 2020
Iris Presentation Attack Detection: Where Are We Now? Aidan Boyd Zhaoyuan Fang A. Czajka Kevin W. Bowyer AAML 127 26 0 23 Jun 2020
Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 73 11 0 05 Dec 2019
Post-mortem Iris Decomposition and its Dynamics in Morgue Conditions Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 55 6 0 07 Nov 2019