Robust gait recognition: a comprehensive survey
Gait recognition has emerged as an attractive biometric technology for the identification of
people by analysing the way they walk. However, one of the main challenges of the …
people by analysing the way they walk. However, one of the main challenges of the …
Gait-based person re-identification: A survey
The way people walk is a strong correlate of their identity. Several studies have shown that
both humans and machines can recognize individuals just by their gait, given that proper …
both humans and machines can recognize individuals just by their gait, given that proper …
A multilevel paradigm for deep convolutional neural network features selection with an application to human gait recognition
Human gait recognition (HGR) shows high importance in the area of video surveillance due
to remote access and security threats. HGR is a technique commonly used for the …
to remote access and security threats. HGR is a technique commonly used for the …
Automatic learning of gait signatures for people identification
This work targets people identification in video based on the way they walk (ie gait). While
classical methods typically derive gait signatures from sequences of binary silhouettes, in …
classical methods typically derive gait signatures from sequences of binary silhouettes, in …
Robust gait recognition by integrating inertial and RGBD sensors
Gait has been considered as a promising and unique biometric for person identification.
Traditionally, gait data are collected using either color sensors, such as a CCD camera …
Traditionally, gait data are collected using either color sensors, such as a CCD camera …
Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution
A biometric classification system is utilized to judge the features of human expression by
recognizing distinct parameters. Human Gait Recognition (HGR) is a current research area …
recognizing distinct parameters. Human Gait Recognition (HGR) is a current research area …
A comprehensive study on codebook-based feature fusion for gait recognition
Vision-based person identification using gait is one of the important and challenging tasks in
the fields of computer vision and machine learning. It has received significant research …
the fields of computer vision and machine learning. It has received significant research …
Multi-view gait recognition system using spatio-temporal features and deep learning
Abstract Systems based on physiological biometrics are ubiquitous but requires subject
cooperation or high resolution to capture. Gait recognition is a great avenue for identification …
cooperation or high resolution to capture. Gait recognition is a great avenue for identification …
Vision-based approaches towards person identification using gait
Visual surveillance has exponentially increased the growth of security devices and systems
in the digital era. Gait-based person identification is an emerging biometric modality for …
in the digital era. Gait-based person identification is an emerging biometric modality for …
Pose‐based deep gait recognition
A Sokolova, A Konushin - IET Biometrics, 2019 - Wiley Online Library
Human gait or walking manner is a biometric feature that allows identification of a person
when other biometric features such as the face or iris are not visible. In this study, the …
when other biometric features such as the face or iris are not visible. In this study, the …