Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects

MM Islam, S Nooruddin, F Karray… - Computers in biology and …, 2022 - Elsevier
Abstract Human Activity Recognition (HAR) plays a significant role in the everyday life of
people because of its ability to learn extensive high-level information about human activity …

Deep gait recognition: A survey

A Sepas-Moghaddam, A Etemad - IEEE transactions on pattern …, 2022 - ieeexplore.ieee.org
Gait recognition is an appealing biometric modality which aims to identify individuals based
on the way they walk. Deep learning has reshaped the research landscape in this area …

Cloth-changing person re-identification from a single image with gait prediction and regularization

X **, T He, K Zheng, Z Yin, X Shen… - Proceedings of the …, 2022 - openaccess.thecvf.com
Cloth-Changing person re-identification (CC-ReID) aims at matching the same person
across different locations over a long-duration, eg, over days, and therefore inevitably has …

Dcr-reid: Deep component reconstruction for cloth-changing person re-identification

Z Cui, J Zhou, Y Peng, S Zhang… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Person re-identification (Re-ID) plays an important role in many areas such as robotics,
multimedia and forensics. However, it becomes difficult when considering long-term …

A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets, and Challenges

C Shen, S Yu, J Wang, GQ Huang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Gait recognition aims to identify a person at a distance, serving as a promising solution for
long-distance and less-cooperation pedestrian recognition. Recently, significant advances …

Human gait recognition: A systematic review

V Rani, M Kumar - Multimedia Tools and Applications, 2023 - Springer
A biometric system is a technology that utilizes an individual's unique physiological and
behavioral characteristics to identify and authenticate them. It falls under the category of …

[HTML][HTML] VGG16-MLP: gait recognition with fine-tuned VGG-16 and multilayer perceptron

JN Mogan, CP Lee, KM Lim, KS Muthu - Applied Sciences, 2022 - mdpi.com
Gait is a pattern of a person's walking. The body movements of a person while walking
makes the gait unique. Regardless of the uniqueness, the gait recognition process suffers …

Panoptic segmentation: A review

O Elharrouss, S Al-Maadeed, N Subramanian… - arxiv preprint arxiv …, 2021 - arxiv.org
Image segmentation for video analysis plays an essential role in different research fields
such as smart city, healthcare, computer vision and geoscience, and remote sensing …

[HTML][HTML] Human gait recognition: A single stream optimal deep learning features fusion

F Saleem, MA Khan, M Alhaisoni, U Tariq, A Armghan… - Sensors, 2021 - mdpi.com
Human Gait Recognition (HGR) is a biometric technique that has been utilized for security
purposes for the last decade. The performance of gait recognition can be influenced by …

Analysis and best parameters selection for person recognition based on gait model using CNN algorithm and image augmentation

AM Saleh, T Hamoud - Journal of Big Data, 2021 - Springer
Abstract Person Recognition based on Gait Model (PRGM) and motion features is are
indeed a challenging and novel task due to their usages and to the critical issues of human …