Learning age from gait: A survey
Age is an important human attribute that needs to be determined for various purposes,
including security, health, human identification, and law enforcement. Hence, there is an …
including security, health, human identification, and law enforcement. Hence, there is an …
A comprehensive study on the evaluation of silhouette-based gait recognition
Recently the methods based on silhouettes achieve significant improvement for gait
recognition. The performance, eg, 96.4% on the largest OUMVLP, indicates that a promising …
recognition. The performance, eg, 96.4% on the largest OUMVLP, indicates that a promising …
Gait energy image-based human attribute recognition using two-branch deep convolutional neural network
Gait is an attractive biometric identifier, playing an essential role in addressing the issue of
identity and attribute recognition in surveillance for its non-invasive and non-cooperative …
identity and attribute recognition in surveillance for its non-invasive and non-cooperative …
Online Model-based Gait Age and Gender Estimation
This paper presents an online human model-based framework for gait-based age and
gender estimation from a sequence of monocular frames. More specifically, we fine-tune a …
gender estimation from a sequence of monocular frames. More specifically, we fine-tune a …
A Review of Gait Analysis Based on Age and Gender Prediction
The tools for creating and analyzing gaits are improving all the time. Demand for a gait-
based dataset that can be recognized and used to extract useful information is at an all-time …
based dataset that can be recognized and used to extract useful information is at an all-time …
[HTML][HTML] Annotator-dependent uncertainty-aware estimation of gait relative attributes
In this paper, we describe an uncertainty-aware estimation framework for gait relative
attributes. We specifically design a two-stream network model that takes a pair of gait videos …
attributes. We specifically design a two-stream network model that takes a pair of gait videos …
Deep learning-based screening for locomotive syndrome using single-camera walking video: Development and validation study
Locomotive Syndrome (LS) is defined by decreased walking and standing abilities due to
musculoskeletal issues. Early diagnosis is vital as LS can be reversed with appropriate …
musculoskeletal issues. Early diagnosis is vital as LS can be reversed with appropriate …
[PDF][PDF] A three-dimensional real-time gait-based age detection system using machine learning
Human biometric analysis has gotten much attention due to its widespread use in different
research areas, such as security, surveillance, health, human identification, and …
research areas, such as security, surveillance, health, human identification, and …
[HTML][HTML] Gait-based age group classification with adaptive graph neural network
Deep learning techniques have recently been utilized for model-free age-associated gait
feature extraction. However, acquiring model-free gait demands accurate pre-processing …
feature extraction. However, acquiring model-free gait demands accurate pre-processing …
[PDF][PDF] Advanced Age Group Estimation Using Gait Analysis: A Novel Multi-Energy Image and Invariant Moments Method.
The precise estimation of age is pivotal in identity verification across critical security
checkpoints, including seaports, land borders, and airports. This study introduces an …
checkpoints, including seaports, land borders, and airports. This study introduces an …