Person Authentication by Gait Data from Smartphone Sensors Using Convolutional Autoencoder

[1]  Basabi Chakraborty.  Gait Related Activity Based Person Authentication with Smartphone Sensors , 2018, 2018 12th International Conference on Sensing Technology (ICST).

[2]  Jonathan Loo,et al.  Authentication of Smartphone Users Based on Activity Recognition and Mobile Sensing , 2017, Sensors.

[3]  Ruqiang Yan,et al.  Convolutional Autoencoder Model for Finger-Vein Verification , 2020, IEEE Transactions on Instrumentation and Measurement.

[4]  Wei Yuan,et al.  Gait Classification and Identity Authentication Using CNN , 2018 .

[5]  Min Zhang,et al.  Gait Activity Authentication Using LSTM Neural Networks with Smartphone Sensors , 2019, 2019 15th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN).

[6]  Jugal K. Kalita,et al.  Authentication of Smartphone Users Using Behavioral Biometrics , 2016, IEEE Communications Surveys & Tutorials.

[7]  Matjaz B. Juric,et al.  An Efficient HOS-Based Gait Authentication of Accelerometer Data , 2015, IEEE Transactions on Information Forensics and Security.

[8]  Khurram Khurshid,et al.  Deep Face Recognition for Biometric Authentication , 2019, 2019 International Conference on Electrical, Communication, and Computer Engineering (ICECCE).

[9]  Kirsi Helkala,et al.  Biometric Gait Authentication Using Accelerometer Sensor , 2006, J. Comput..

[10]  Basabi Chakraborty,et al.  An Approach for Designing Low Cost Deep Neural Network based Biometric Authentication Model for Smartphone User , 2019, TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON).

[11]  Matjaz B. Juric,et al.  Inertial Sensor-Based Gait Recognition: A Review , 2015, Sensors.

[12]  Faranak Fotouhi,et al.  A Comparative Analysis of Hybrid Deep Learning Models for Human Activity Recognition , 2020, Sensors.

[13]  Ahmed Bouridane,et al.  Investigating the Use of Autoencoders for Gait-based Person Recognition , 2018, 2018 NASA/ESA Conference on Adaptive Hardware and Systems (AHS).

[14]  Christoph Busch,et al.  Unobtrusive User-Authentication on Mobile Phones Using Biometric Gait Recognition , 2010, 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[15]  Dipak M. Adhyaru,et al.  A survey of automated biometric authentication techniques , 2013, 2013 Nirma University International Conference on Engineering (NUiCONE).

[16]  S. Z. Gürbüz,et al.  Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[17]  Xiao Han,et al.  Time series prediction method based on Convolutional Autoencoder and LSTM , 2019, 2019 Chinese Automation Congress (CAC).

[18]  Gang Wang,et al.  Human Identity and Gender Recognition From Gait Sequences With Arbitrary Walking Directions , 2014, IEEE Transactions on Information Forensics and Security.