research
∙
06/08/2023
Teaching AI to Teach: Leveraging Limited Human Salience Data Into Unlimited Saliency-Based Training
Machine learning models have shown increased accuracy in classification ...
share
research
∙
04/03/2023
Non-Generative Energy Based Models
Energy-based models (EBM) have become increasingly popular within comput...
research
∙
03/21/2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models
The performance of convolutional neural networks has continued to improv...
research
∙
03/16/2023
Full-Body Cardiovascular Sensing with Remote Photoplethysmography
Remote photoplethysmography (rPPG) allows for noncontact monitoring of b...
research
∙
03/14/2023
Non-Contrastive Unsupervised Learning of Physiological Signals from Video
Subtle periodic signals such as blood volume pulse and respiration can b...
research
∙
03/11/2023
Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation
Camera-based physiological monitoring, especially remote photoplethysmog...
research
∙
03/01/2023
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors
Deep learning-based models generalize better to unknown data samples aft...
research
∙
08/22/2022
State Of The Art In Open-Set Iris Presentation Attack Detection
Research in presentation attack detection (PAD) for iris recognition has...
research
∙
08/22/2022
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces
Face image synthesis has progressed beyond the point at which humans can...
research
∙
08/03/2022
Human Saliency-Driven Patch-based Matching for Interpretable Post-mortem Iris Recognition
Forensic iris recognition, as opposed to live iris recognition, is an em...
research
∙
07/18/2022
DeformIrisNet: An Identity-Preserving Model of Iris Texture Deformation
Nonlinear iris texture deformations due to pupil size variations are one...
research
∙
12/01/2021
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition
Iris recognition of living individuals is a mature biometric modality th...
research
∙
12/01/2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning
Can deep learning models achieve greater generalization if their trainin...
research
∙
10/21/2021
Digital and Physical-World Attacks on Remote Pulse Detection
Remote photoplethysmography (rPPG) is a technique for estimating blood v...
research
∙
06/11/2021
Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results
We present the Deception Detection and Physiological Monitoring (DDPM) d...
research
∙
05/07/2021
Human-Aided Saliency Maps Improve Generalization of Deep Learning
Deep learning has driven remarkable accuracy increases in many computer ...
research
∙
01/11/2021
Remote Pulse Estimation in the Presence of Face Masks
Remote photoplethysmography (rPPG) is a known family of techniques for m...
research
∙
09/01/2020
Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition
Launched in 2013, LivDet-Iris is an international competition series ope...
research
∙
08/19/2020
Open Source Iris Recognition Hardware and Software with Presentation Attack Detection
This paper proposes the first known to us open source hardware and softw...
research
∙
06/23/2020
Iris Presentation Attack Detection: Where Are We Now?
As the popularity of iris recognition systems increases, the importance ...
research
∙
02/21/2020
Robust Iris Presentation Attack Detection Fusing 2D and 3D Information
Diversity and unpredictability of artifacts potentially presented to an ...
research
∙
02/20/2020
Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch?
Modern deep learning techniques can be employed to generate effective fe...
research
∙
02/20/2020
Are Gabor Kernels Optimal for Iris Recognition?
Gabor kernels are widely accepted as dominant filters for iris recogniti...
research
∙
12/05/2019
Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes
This paper proposes an end-to-end iris recognition method designed speci...
research
∙
11/07/2019
Post-mortem Iris Decomposition and its Dynamics in Morgue Conditions
With increasing interest in employing iris biometrics as a forensic tool...
research
∙
01/07/2019
Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation
This paper proposes the first known to us iris recognition methodology d...
research
∙
01/06/2019
CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation
Convolutional neural networks (CNNs) for biomedical image analysis are o...
research
∙
01/06/2019
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video Samples
Subject matching performance in iris biometrics is contingent upon fast,...
research
∙
01/04/2019
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks
This paper offers three new, open-source, deep learning-based iris segme...
research
∙
11/25/2018
Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection
The adoption of large-scale iris recognition systems around the world ha...
research
∙
11/18/2018
Iris Presentation Attack Detection Based on Photometric Stereo Features
We propose a new iris presentation attack detection method using three-d...
research
∙
09/26/2018
Open Source Presentation Attack Detection Baseline for Iris Recognition
This paper proposes the first, known to us, open source presentation att...
research
∙
09/04/2018
Iris recognition in cases of eye pathology
This chapter provides insight on how iris recognition, one of the leadin...
research
∙
09/01/2018
Database of iris images acquired in the presence of ocular pathologies and assessment of iris recognition reliability for disease-affected eyes
This paper presents a database of iris images collected from disease aff...
research
∙
09/01/2018
Cataract influence on iris recognition performance
This paper presents the experimental study revealing weaker performance ...
research
∙
09/01/2018
Post-mortem Human Iris Recognition
This paper presents a unique analysis of post-mortem human iris recognit...
research
∙
09/01/2018
Assessment of iris recognition reliability for eyes affected by ocular pathologies
This paper presents an analysis of how the iris recognition is impacted ...
research
∙
09/01/2018
Iris Recognition Under Biologically Troublesome Conditions - Effects of Aging, Diseases and Post-mortem Changes
This paper presents the most comprehensive analysis of iris recognition ...
research
∙
09/01/2018
Human Iris Recognition in Post-mortem Subjects: Study and Database
This paper presents a unique study of post-mortem human iris recognition...
research
∙
09/01/2018
Implications of Ocular Pathologies for Iris Recognition Reliability
This paper presents an analysis of how iris recognition is influenced by...
research
∙
07/13/2018
Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition
Binarized statistical image features (BSIF) have been successfully used ...
research
∙
07/13/2018
Performance of Humans in Iris Recognition: The Impact of Iris Condition and Annotation-driven Verification
This paper advances the state of the art in human examination of iris im...
research
∙
07/11/2018
Data-Driven Segmentation of Post-mortem Iris Images
This paper presents a method for segmenting iris images obtained from th...
research
∙
07/11/2018
Presentation Attack Detection for Cadaver Irises
This paper presents a deep-learning-based method for iris presentation a...
research
∙
07/11/2018
DCNN-based Human-Interpretable Post-mortem Iris Recognition
With post-mortem iris recognition getting increasing attention throughou...
research
∙
04/05/2018
Iris Recognition After Death
This paper presents a comprehensive study of post-mortem human iris reco...
research
∙
03/31/2018