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10/25/2022
Minutiae-Guided Fingerprint Embeddings via Vision Transformers
Minutiae matching has long dominated the field of fingerprint recognitio...
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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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05/01/2018
Locate, Segment and Match: A Pipeline for Object Matching and Registration
Image registration requires simultaneous processing of multiple images t...
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04/23/2018
Light-weight Head Pose Invariant Gaze Tracking
Unconstrained remote gaze tracking using off-the-shelf cameras is a chal...
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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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05/21/2017
The Do's and Don'ts for CNN-based Face Verification
While the research community appears to have developed a consensus on th...
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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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11/04/2016
UMDFaces: An Annotated Face Dataset for Training Deep Networks
Recent progress in face detection (including keypoint detection), and re...
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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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03/03/2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
We present an algorithm for simultaneous face detection, landmarks local...
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01/29/2016
Face Alignment by Local Deep Descriptor Regression
We present an algorithm for extracting key-point descriptors using deep ...
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01/28/2016