Smartwatch-based gait biometrics

2017 ◽  
pp. 235-248
Author(s):  
Andrew Johnston
Keyword(s):  
Gait Biometrics

scholarly journals Kinect-based human gait identifcation under different covariate factors

2018 ◽  
Vol 6 (2) ◽  
pp. 1-11
Author(s):  
Azhin T. Sabir
Keyword(s):  
Human Body ◽  
Gait Recognition ◽  
Video Quality ◽  
Microsoft Kinect ◽  
Human Gait ◽  
Human Beings ◽  
Linear Discriminant ◽  
Gait Biometrics ◽  
Gait Identification ◽  
Microsoft Kinect Sensor

Introduction: Nowadays human gait identification/recognition is available in a variety of applications due to rapid advances in biometrics technology. This makes them easier to use for security and surveillance. Due to the rise in terrorist attacks during the last ten years research has focused on the biometric traits in these applications and they are now capable of recognising human beings from a distance. The main reason for my research interest in Gait biometrics is because it is unobtrusive and requires lower image/video quality compared to other biometric traits. Materials and Methods: In this paper we propose investigating Kinect-based gait recognition using non-standard gait sequences. This study examines different scenarios to highlight the challenges of non-standard gait sequences. Gait signatures are extracted from the 20 joint points of the human body using a Microsoft Kinect sensor. Results and Discussion: This feature is constructed by calculating the distances between each two joint points from the 20 joint points of the human body provided which is known as the Euclidean Distance Feature (EDF). The experiments are based on five scenarios, and a Linear Discriminant Classifier (LDC) is used to test the performance of the proposed method. Conclusions: The results of the experiments indicate that the proposed method outperforms previous work in all scenarios.

A comprehensive study on gait biometrics using a joint CNN-based method

2019 ◽  
Vol 93 ◽  
pp. 228-236 ◽  
Author(s):  
Yuqi Zhang ◽  
Yongzhen Huang ◽  
Liang Wang ◽  
Shiqi Yu
Keyword(s):  
Gait Biometrics ◽  
Comprehensive Study

Gait biometrics

2008 ◽  
Vol 16 (7-8) ◽  
pp. 8-9 ◽  
Author(s):  
Mark Nixon
Keyword(s):  
Gait Biometrics

A speed invariant human identification system using gait biometrics

2014 ◽  
Vol 4 (1/2) ◽  
pp. 3 ◽  
Author(s):  
Soumabha Bhowmick ◽  
Anup Nandy ◽  
Pavan Chakraborty ◽  
G.C. Nandi
Keyword(s):  
Human Identification ◽  
Identification System ◽  
Gait Biometrics

scholarly journals Improving Gait Biometrics under Spoofing Attacks

2013 ◽  
pp. 1-10 ◽  
Author(s):  
Abdenour Hadid ◽  
Mohammad Ghahramani ◽  
John Bustard ◽  
Mark Nixon
Keyword(s):  
Gait Biometrics

Identification of People Using Gait Biometrics

2011 ◽  
pp. 409-415 ◽  
Author(s):  
Sanjeev Sharma ◽  
Ritu Tiwari ◽  
Anupam shukla ◽  
Vikas Singh
Keyword(s):  
Gait Biometrics
Sign in / Sign up

Export Citation Format

Share Document