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08/30/2023
Beard Segmentation and Recognition Bias
A person's facial hairstyle, such as presence and size of beard, can sig...
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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 ...
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03/21/2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models
The performance of convolutional neural networks has continued to improv...
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08/22/2022
State Of The Art In Open-Set Iris Presentation Attack Detection
Research in presentation attack detection (PAD) for iris recognition has...
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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...
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08/05/2022
Analyzing the Impact of Shape Context on the Face Recognition Performance of Deep Networks
In this article, we analyze how changing the underlying 3D shape of the ...
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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...
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12/01/2021
Interpretable Deep Learning-Based Forensic Iris Segmentation and Recognition
Iris recognition of living individuals is a mature biometric modality th...
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12/01/2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning
Can deep learning models achieve greater generalization if their trainin...
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11/08/2021
A Study of the Human Perception of Synthetic Faces
Advances in face synthesis have raised alarms about the deceptive use of...
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05/07/2021
Human-Aided Saliency Maps Improve Generalization of Deep Learning
Deep learning has driven remarkable accuracy increases in many computer ...
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03/27/2021
Going Deeper Into Face Detection: A Survey
Face detection is a crucial first step in many facial recognition and fa...
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01/11/2021
Remote Pulse Estimation in the Presence of Face Masks
Remote photoplethysmography (rPPG) is a known family of techniques for m...
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09/01/2020
Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition
Launched in 2013, LivDet-Iris is an international competition series ope...
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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...
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02/20/2020
Are Gabor Kernels Optimal for Iris Recognition?
Gabor kernels are widely accepted as dominant filters for iris recogniti...
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01/13/2020
Learning Transformation-Aware Embeddings for Image Forensics
A dramatic rise in the flow of manipulated image content on the Internet...
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04/15/2019
Characterizing the Variability in Face Recognition Accuracy Relative to Race
Many recent news headlines have labeled face recognition technology as b...
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03/24/2019
Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets
Images from social media can reflect diverse viewpoints, heated argument...
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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...
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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...
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11/25/2018
Predicting Gender from Iris Texture May Be Harder Than It Seems
Predicting gender from iris images has been reported by several research...
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03/22/2018
Found a good match: should I keep searching? - Accuracy and Performance in Iris Matching Using 1-to-First Search
Iris recognition is used in many applications around the world, with enr...
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06/01/2017
Provenance Filtering for Multimedia Phylogeny
Departing from traditional digital forensics modeling, which seeks to an...
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05/31/2017
U-Phylogeny: Undirected Provenance Graph Construction in the Wild
Deriving relationships between images and tracing back their history of ...
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02/04/2017