Adam Czajka

Orcid: 0000-0003-2379-2533

According to our database1, Adam Czajka authored at least 89 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Explain to Me: Salience-Based Explainability for Synthetic Face Detection Models.
IEEE Trans. Artif. Intell., June, 2024

MSPM: A Multisite Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation.
IEEE Trans. Instrum. Meas., 2024

Training Better Deep Learning Models Using Human Saliency.
CoRR, 2024

SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals.
CoRR, 2024

Forensic Iris Image-Based Post-Mortem Interval Estimation.
CoRR, 2024

MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation.
CoRR, 2024

Forensic Iris Image Synthesis.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Privacy-Safe Iris Presentation Attack Detection.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

2023
Comprehensive Study in Open-Set Iris Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2023

EyePreserve: Identity-Preserving Iris Synthesis.
CoRR, 2023

MENTOR: Human Perception-Guided Pretraining for Iris Presentation Detection.
CoRR, 2023

Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors.
CoRR, 2023

Model Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors.
IEEE Access, 2023

DeformIrisNet: An Identity-Preserving Model of Iris Texture Deformation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning-Based Synthetic Face Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Non-Generative Energy Based Models.
Proceedings of the International Joint Conference on Neural Networks, 2023


Non-Contrastive Unsupervised Learning of Physiological Signals from Video.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Full-Body Cardiovascular Sensing with Remote Photoplethysmography.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

The Value of AI Guidance in Human Examination of Synthetically-Generated Faces.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results.
IEEE Trans. Biom. Behav. Identity Sci., 2022

A response to the European Data Protection Supervisor 'Misunderstandings in Biometrics' by the European Association for Biometrics.
IET Biom., 2022

State Of The Art In Open-Set Iris Presentation Attack Detection.
CoRR, 2022

Digital and Physical-World Attacks on Remote Pulse Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Saliency-Guided Textured Contact Lens-Aware Iris Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Human-Aided Saliency Maps Improve Generalization of Deep Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Haven't I Seen You Before? Assessing Identity Leakage in Synthetic Irises.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Remote Pulse Estimation in the Presence of Face Masks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Robust Iris Presentation Attack Detection Fusing 2D and 3D Information.
IEEE Trans. Inf. Forensics Secur., 2021

Development of a Mobile, Self-Sovereign Identity Approach for Facility Birth Registration in Kenya.
Frontiers Blockchain, 2021

Unifying frame rate and temporal dilations for improved remote pulse detection.
Comput. Vis. Image Underst., 2021

CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning.
CoRR, 2021

This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

2020
Iris presentation attack detection: Where are we now?
Pattern Recognit. Lett., 2020

Post-mortem iris recognition with deep-learning-based image segmentation.
Image Vis. Comput., 2020

Post-Mortem Iris Recognition - A Survey and Assessment of the State of the Art.
IEEE Access, 2020

Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Open Source Iris Recognition Hardware and Software with Presentation Attack Detection.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020


Are Gabor Kernels Optimal for Iris Recognition?
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

2019
Review of Iris Presentation Attack Detection Competitions.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Application of Dynamic Features of the Pupil for Iris Presentation Attack Detection.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Iris Recognition After Death.
IEEE Trans. Inf. Forensics Secur., 2019

Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2019

Post-mortem Iris Decomposition and its Dynamics in Morgue Conditions.
CoRR, 2019

Performance of Humans in Iris Recognition: The Impact of Iris Condition and Annotation-Driven Verification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Iris Presentation Attack Detection Based on Photometric Stereo Features.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

CC-NET: Image Complexity Guided Network Compression for Biomedical Image Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples.
Proceedings of the 2019 International Conference on Biometrics, 2019

Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks.
Proceedings of the 2019 International Conference on Biometrics, 2019

Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines.
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch?
Proceedings of the 10th IEEE International Conference on Biometrics Theory, 2019

2018
Analysis of diurnal changes in pupil dilation and eyelid aperture.
IET Biom., 2018

Presentation Attack Detection for Iris Recognition: An Assessment of the State-of-the-Art.
ACM Comput. Surv., 2018

Open Source Presentation Attack Detection Baseline for Iris Recognition.
CoRR, 2018

Iris recognition in cases of eye pathology.
CoRR, 2018

Cataract influence on iris recognition performance.
CoRR, 2018

DCNN-based Human-Interpretable Post-mortem Iris Recognition.
CoRR, 2018

Data-driven segmentation of post-mortem iris images.
Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

Unconstrained biometrie recognition based on thermal hand images.
Proceedings of the 2018 International Workshop on Biometrics and Forensics, 2018

Presentation Attack Detection for Cadaver Iris.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017
Recognition of Image-Orientation-Based Iris Spoofing.
IEEE Trans. Inf. Forensics Secur., 2017

Implications of ocular pathologies for iris recognition reliability.
Image Vis. Comput., 2017

LivDet-Iris 2015 - Iris Liveness Detection Competition 2015.
Proceedings of the IEEE International Conference on Identity, 2017

LivDet iris 2017 - Iris liveness detection competition 2017.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Iris Recognition under Biologically Troublesome Conditions - Effects of Aging, Diseases and Post-mortem Changes.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Post-mortem human iris recognition.
Proceedings of the International Conference on Biometrics, 2016

Human iris recognition in post-mortem subjects: Study and database.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Pupil Dynamics for Iris Liveness Detection.
IEEE Trans. Inf. Forensics Secur., 2015

Database of iris images acquired in the presence of ocular pathologies and assessment of iris recognition reliability for disease-affected eyes.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Statistical analysis of multiple presentation attempts in iris recognition.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Assessment of iris recognition reliability for eyes affected by ocular pathologies.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Statistical evaluation of up-to-three-attempt iris recognition.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
LivDet-iris 2013 - Iris Liveness Detection Competition 2013.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
Database of iris printouts and its application: Development of liveness detection method for iris recognition.
Proceedings of the 18th International Conference on Methods & Models in Automation & Robotics, 2013

Biometric verification based on hand thermal images.
Proceedings of the International Conference on Biometrics, 2013

Influence of Iris Template Aging on Recognition Reliability.
Proceedings of the Biomedical Engineering Systems and Technologies, 2013

Template Ageing in Iris Recognition.
Proceedings of the BIOSIGNALS 2013, 2013

2008
Automatic remote evaluation system for biometric testing.
Proceedings of the 10th International Conference on Control, 2008

2007
Iris Recognition with Adaptive Coding.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007

Iris recognition with match-on-card.
Proceedings of the 15th European Signal Processing Conference, 2007

1998
Scheduling Cyclic Tasks with Binary Periods.
Inf. Process. Lett., 1998


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