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05/30/2023
Recognizing People by Body Shape Using Deep Networks of Images and Words
Common and important applications of person identification occur at dist...
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12/17/2022
A Brief Survey on Person Recognition at a Distance
Person recognition at a distance entails recognizing the identity of an ...
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07/12/2022
Twin identification over viewpoint change: A deep convolutional neural network surpasses humans
Deep convolutional neural networks (DCNNs) have achieved human-level acc...
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04/29/2022
Where in the World is this Image? Transformer-based Geo-localization in the Wild
Predicting the geographic location (geo-localization) from a single grou...
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04/26/2022
The Influence of the Other-Race Effect on Susceptibility to Face Morphing Attacks
Facial morphs created between two identities resemble both of the faces ...
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12/17/2021
Distill and De-bias: Mitigating Bias in Face Recognition using Knowledge Distillation
Face recognition networks generally demonstrate bias with respect to sen...
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08/21/2021
A Synthesis-Based Approach for Thermal-to-Visible Face Verification
In recent years, visible-spectrum face verification systems have been sh...
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08/09/2021
PASS: Protected Attribute Suppression System for Mitigating Bias in Face Recognition
Face recognition networks encode information about sensitive attributes ...
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06/14/2020
An adversarial learning algorithm for mitigating gender bias in face recognition
State-of-the-art face recognition networks implicitly encode gender info...
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02/14/2020
Single Unit Status in Deep Convolutional Neural Network Codes for Face Identification: Sparseness Redefined
Deep convolutional neural networks (DCNNs) trained for face identificati...
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12/16/2019
Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?
Previous generations of face recognition algorithms differ in accuracy f...
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10/12/2019
How are attributes expressed in face DCNNs?
As deep networks become increasingly accurate at recognizing faces, it i...
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05/07/2019
Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition
Unconstrained video-based face recognition is a challenging problem due ...
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03/04/2019
On measuring the iconicity of a face
For a given identity in a face dataset, there are certain iconic images ...
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12/28/2018
Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed
Real-world face recognition requires an ability to perceive the unique f...
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12/10/2018
An Automatic System for Unconstrained Video-Based Face Recognition
Although deep learning approaches have achieved performance surpassing h...
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11/20/2018
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos
Existing approaches for spatio-temporal action detection in videos are l...
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09/20/2018
A Fast and Accurate System for Face Detection, Identification, and Verification
The availability of large annotated datasets and affordable computation ...
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08/16/2018
An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification
Covariates are factors that have a debilitating influence on face verifi...
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04/03/2018
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition
In recent years, the performance of face verification and recognition sy...
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12/03/2017
Improving Network Robustness against Adversarial Attacks with Compact Convolution
Though Convolutional Neural Networks (CNNs) have surpassed human-level p...
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12/02/2017
SfSNet : Learning Shape, Reflectance and Illuminance of Faces in the Wild
We present SfSNet, an end-to-end learning framework for producing an acc...
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04/06/2017
Generate To Adapt: Aligning Domains using Generative Adversarial Networks
Domain Adaptation is an actively researched problem in Computer Vision. ...
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03/28/2017
L2-constrained Softmax Loss for Discriminative Face Verification
In recent years, the performance of face verification systems has signif...
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11/03/2016
An All-In-One Convolutional Neural Network for Face Analysis
We present a multi-purpose algorithm for simultaneous face detection, fa...
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01/28/2016