Journey into gait biometrics: Integrating deep learning for enhanced pattern recognition

Author:

Parashar AnubhaORCID,Parashar Apoorva,Rida Imad

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Signal Processing,Artificial Intelligence,Applied Mathematics,Computer Vision and Pattern Recognition,Statistics, Probability and Uncertainty,Computational Theory and Mathematics

Reference82 articles.

1. Sensor-based gait parameter extraction with deep convolutional neural networks;Hannink;IEEE J. Biomed. Health Inform.,2017

2. IMU-based gait recognition using convolutional neural networks and multi-sensor fusion;Dehzangi;Sensors,2017

3. DeepKey: a multimodal biometric authentication system via deep decoding gaits and brainwaves;Zhang;ACM Trans. Intell. Syst. Technol.,2020

4. Walking through the deep: gait analysis for user authentication through deep learning;Giorgi,2018

5. An end-to-end multi-task and fusion CNN for inertial-based gait recognition;Delgado-Escano;IEEE Access,2019

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