Czajka, Adam
- Presentation Attack Detection for Iris Recognition: An Assessment of the State of the Art
2018/03/31 by Adam Czajka, Czajka, Adam, Kevin W. Bowyer +1 · 3 citations
Computer Science · Social Sciences · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forensic Fingerprint Detection Methods #User Authentication and Security Systems
- Non-Contrastive Unsupervised Learning of Physiological Signals from Video
2023/03/14 by Jeremy Speth, Nathan Vance, Speth, Jeremy +5 · 3 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #ECG Monitoring and Analysis #FOS: Computer and information sciences #Non-Invasive Vital Sign Monitoring #Optical Imaging and Spectroscopy Techniques
- This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in\n Generative Models
2020/12/10 by Patrick Tinsley, Tinsley, Patrick, Adam Czajka +3 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- Human-Aided Saliency Maps Improve Generalization of Deep Learning
2021/05/07 by Aidan Boyd, Kevin W. Bowyer, Boyd, Aidan +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- The Value of AI Guidance in Human Examination of Synthetically-Generated Faces
2022/08/22 by Aidan Boyd, Boyd, Aidan, Patrick Tinsley +5 · 2 citations
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning
2021/12/01 by Aidan Boyd, Patrick Tinsley, Boyd, Aidan +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
- Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition
2020/09/01 by Das, Priyanka, McGrath, Joseph, Fang, Zhaoyuan +20 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Iris Presentation Attack Detection Based on Photometric Stereo Features
2018/11/18 by Czajka, Adam, Fang, Zhaoyuan, Bowyer, Kevin W. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation
2019/01/06 by Suraj Mishra, Peixian Liang, Mishra, Suraj +7 · 1 citation
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Iris Liveness Detection Competition (LivDet-Iris) -- The 2023 Edition
2023/10/06 by Patrick Tinsley, Tinsley, Patrick, Sandip Purnapatra +39 · 2 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models
2023/03/21 by Colton R. Crum, Patrick Tinsley, Crum, Colton +13 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Visual Attention and Saliency Detection
- Domain-Specific Human-Inspired Binarized Statistical Image Features for\n Iris Recognition
2018/07/13 by Adam Czajka, Czajka, Adam, Daniel Moreira +5 · 1 citation
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Presentation Attack Detection for Cadaver Iris
2018/07/11 by Trokielewicz, Mateusz, Czajka, Adam, Maciejewicz, Piotr · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation
2019/01/07 by Trokielewicz, Mateusz, Czajka, Adam, Maciejewicz, Piotr · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises
2022/11/03 by Patrick Tinsley, Adam Czajka, Tinsley, Patrick +3 · 1 citation
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch?
2020/02/20 by Boyd, Aidan, Czajka, Adam, Bowyer, Kevin · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Iris Presentation Attack Detection: Where Are We Now?
2020/06/23 by Boyd, Aidan, Fang, Zhaoyuan, Czajka, Adam +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MENTOR: Human Perception-Guided Pretraining for Increased Generalization
2023/10/30 by Colton R. Crum, Adam Czajka, Crum, Colton R. +1 · 2 citations
Arts and Humanities · Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Forensic Anthropology and Bioarchaeology Studies
- DeformIrisNet: An Identity-Preserving Model of Iris Texture Deformation
2022/07/18 by Khan, Siamul Karim, Tinsley, Patrick, Czajka, Adam · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences