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09/11/2023
Our Deep CNN Face Matchers Have Developed Achromatopsia
Modern deep CNN face matchers are trained on datasets containing color i...
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09/08/2023
Demographic Disparities in 1-to-Many Facial Identification
Most studies to date that have examined demographic variations in face r...
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04/17/2023
A Real Balanced Dataset For Understanding Bias? Factors That Impact Accuracy, Not Numbers of Identities and Images
The issue of disparities in face recognition accuracy across demographic...
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04/14/2023
Exploring Causes of Demographic Variations In Face Recognition Accuracy
In recent years, media reports have called out bias and racism in face r...
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02/22/2023
Logical Consistency and Greater Descriptive Power for Facial Hair Attribute Learning
Face attribute research has so far used only simple binary attributes fo...
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10/13/2022
Consistency and Accuracy of CelebA Attribute Values
We report the first analysis of the experimental foundations of facial a...
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06/10/2022
The Gender Gap in Face Recognition Accuracy Is a Hairy Problem
It is broadly accepted that there is a "gender gap" in face recognition ...
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06/04/2022
Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem
This is the first work that we are aware of to explore how the level of ...
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12/29/2021
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology
Media reports have accused face recognition of being ”biased”, ”sexist” ...
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10/21/2021
Digital and Physical-World Attacks on Remote Pulse Detection
Remote photoplethysmography (rPPG) is a technique for estimating blood v...
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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...
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04/29/2021
Analysis of Manual and Automated Skin Tone Assignments for Face Recognition Applications
News reports have suggested that darker skin tone causes an increase in ...
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04/28/2021
Does Face Recognition Error Echo Gender Classification Error?
This paper is the first to explore the question of whether images that a...
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08/16/2020
Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are
Recent news articles have accused face recognition of being "biased", "s...
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06/23/2020
Iris Presentation Attack Detection: Where Are We Now?
As the popularity of iris recognition systems increases, the importance ...
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06/06/2020
The Criminality From Face Illusion
The automatic analysis of face images can generate predictions about a p...
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04/07/2020
A Method for Curation of Web-Scraped Face Image Datasets
Web-scraped, in-the-wild datasets have become the norm in face recogniti...
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02/21/2020
Robust Iris Presentation Attack Detection Fusing 2D and 3D Information
Diversity and unpredictability of artifacts potentially presented to an ...
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02/07/2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
Even though deep learning methods have greatly increased the overall acc...
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01/31/2020
Analysis of Gender Inequality In Face Recognition Accuracy
We present a comprehensive analysis of how and why face recognition accu...
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12/20/2019
Identity Document to Selfie Face Matching Across Adolescence
Matching live images (“selfies”) to images from ID documents is a proble...
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11/14/2019
Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No
Previous studies generally agree that face recognition accuracy is highe...
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11/18/2018
Iris Presentation Attack Detection Based on Photometric Stereo Features
We propose a new iris presentation attack detection method using three-d...
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11/17/2018
On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs
We propose a multi-scale GAN model to hallucinate realistic context (for...
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11/05/2018
Fast Face Image Synthesis with Minimal Training
We propose an algorithm to generate realistic face im-ages of both real ...
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09/26/2018
Open Source Presentation Attack Detection Baseline for Iris Recognition
This paper proposes the first, known to us, open source presentation att...
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07/13/2018
Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition
Binarized statistical image features (BSIF) have been successfully used ...
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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...
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07/09/2018
Beyond Pixels: Image Provenance Analysis Leveraging Metadata
Creative works, whether paintings or memes, follow unique journeys that ...
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03/31/2018
Presentation Attack Detection for Iris Recognition: An Assessment of the State of the Art
Iris recognition is increasingly used in large-scale applications. As a ...
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01/19/2018
Image Provenance Analysis at Scale
Prior art has shown it is possible to estimate, through image processing...
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09/22/2017
Demography-based Facial Retouching Detection using Subclass Supervised Sparse Autoencoder
Digital retouching of face images is becoming more widespread due to the...
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02/03/2017
An Analysis of 1-to-First Matching in Iris Recognition
Iris recognition systems are a mature technology that is widely used thr...
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06/15/2016