Eye Know You: Metric Learning for End-to-end Biometric Authentication
Using Eye Movements from a Longitudinal Dataset

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Eye Know You: Metric Learning for End-to-end Biometric Authentication Using Eye Movements from a Longitudinal Dataset

21 April 2021

Henry K. Griffith

Oleg V. Komogortsev

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Papers citing "Eye Know You: Metric Learning for End-to-end Biometric Authentication Using Eye Movements from a Longitudinal Dataset"

17 / 17 papers shown

Title
EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition Huafeng Qin Hongyu Zhu Xin Jin Xin Yu M. El-Yacoubi Xinbo Gao 112 0 0 22 Sep 2024
GazeBase: A Large-Scale, Multi-Stimulus, Longitudinal Eye Movement Dataset Henry K. Griffith Dillon Lohr Evgeniy Abdulin Oleg V. Komogortsev 49 56 0 14 Sep 2020
PyTorch Metric Learning Kevin Musgrave Serge J. Belongie Ser-Nam Lim 44 106 0 20 Aug 2020
A Metric Learning Reality Check Kevin Musgrave Serge J. Belongie Ser-Nam Lim 145 479 0 18 Mar 2020
Evaluating the Data Quality of Eye Tracking Signals from a Virtual Reality System: Case Study using SMI's Eye-Tracking HTC Vive Dillon Lohr Lee Friedman Oleg V. Komogortsev 39 29 0 04 Dec 2019
Deep Distributional Sequence Embeddings Based on a Wasserstein Loss A. Abdelwahab Niels Landwehr 50 18 0 04 Dec 2019
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye Lena A. Jäger Silvia Makowski Paul Prasse S. Liehr Maximilian Seidler Tobias Scheffer 56 54 0 20 Jun 2019
Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Xun Wang Xintong Han Weilin Huang Dengke Dong Matthew R. Scott 88 755 0 14 Apr 2019
Unsupervised Scalable Representation Learning for Multivariate Time Series Jean-Yves Franceschi Aymeric Dieuleveut Martin Jaggi SSL AI4TS 59 456 0 30 Jan 2019
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements Silvia Makowski Lena Jäger A. Abdelwahab Niels Landwehr Tobias Scheffer 33 29 0 21 Sep 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 99 4,851 0 04 Mar 2018
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 111 3,212 0 22 Mar 2017
Method to Assess the Temporal Persistence of Potential Biometric Features: Application to Oculomotor, and Gait-Related Databases Lee Friedman Ioannis Rigas Mark S. Nixon Oleg V. Komogortsev CVBM 33 50 0 13 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,421 0 12 Sep 2016
A Score-level Fusion Method for Eye Movement Biometrics Anjith George Aurobinda Routray 44 86 0 13 Jan 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,172 0 12 Mar 2015

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