Deep learning approach for human action recognition using a time saliency map based on motion features considering camera movement and shot in video image …

A Alavigharahbagh, V Hajihashemi, JJM Machado… - Information, 2023 - mdpi.com
In this article, a hierarchical method for action recognition based on temporal and spatial
features is proposed. In current HAR methods, camera movement, sensor movement …

A Review of Gait Analysis Based on Age and Gender Prediction

C Vora, V Katkar - International Conference on Advancements in Smart …, 2022 - Springer
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 …

A high-performance gait recognition method based on n-fold Bernoulli theory

Q Zhou, J Rasol, Y Xu, Z Zhang, L Hu - IEEE Access, 2022 - ieeexplore.ieee.org
Gait feature recognition refers to recognizing identities by collecting the characteristics of
people when they walk. It shows the advantages of noncontact measurement, concealment …

A comparative study of the performance of gait recognition using gait energy image and shannon's entropy image with CNN

KT Thomas, KP Pushpalatha - Data Science and Security: Proceedings of …, 2021 - Springer
Biometrics is an area where the studies of human behavioral or physiological attributes are
performed. The modalities such as voice, keystroke dynamics, handwriting, human gait etc …

[PDF][PDF] Advanced Age Group Estimation Using Gait Analysis: A Novel Multi-Energy Image and Invariant Moments Method.

N Al Musalhi, E Celebi - Traitement du Signal, 2024 - researchgate.net
The precise estimation of age is pivotal in identity verification across critical security
checkpoints, including seaports, land borders, and airports. This study introduces an …

Human Re-Identification Using Gait Analysis

S Mandar, S Srinivas, S Ramaswamy… - 2021 International …, 2021 - ieeexplore.ieee.org
We live in the generation wherein innovations such as Cancer Detection, Facial Recognition
and Data Analysis have become a common place, all thanks to Image processing and …

Principal component analysis for human gait recognition system

OO Khalifa, B Jawed, SSN Bhuiyn - Bulletin of Electrical Engineering and …, 2019 - beei.org
This paper represents a method for Human Recognition system using Principal Component
Analysis. Human Gait recognition works on the gait of walking subjects to identify people …

Gait-based Biometric System Using Pressure Sensing Mats and Machine Learning Algorithms

JC Chiou, C Yen, FE Wu - 2023 IEEE International Symposium …, 2023 - ieeexplore.ieee.org
The COVID-19 pandemic has emphasized the awareness of avoiding contact with shared or
public devices, such as those used in traditional biometric systems. Common biometric …

A Novel Algorithm for Gait Recognition using Spatio-Temporal Silhouette Analysis

AR Begum, K Mannem, R Likhitha… - 2024 5th …, 2024 - ieeexplore.ieee.org
Due to the increasing interest in human identification by computer vision researchers, the
concept of gait recognition has been proposed. This method would allow them to identify …

Age Estimation in Human Gait Extraction using A Combination of Multi-Energy Image with Invariant Moment

N Al Musalhi, E Çelebi - 2023 - preprints.org
Accurately estimating a person's age is crucial for identity verification at all critical
checkpoints, including airports, land borders, and seaports. Human gait may be used as a …