Deep learning methods for human action recognition

Z Yu - 2021 - openrepository.aut.ac.nz
Human action recognition from digital videos is a hot topic in the field of computer vision. It
has a pretty assortment of applications in a myriad of fields such as video surveillance …

Human action recognition using deep learning methods

Z Yu, WQ Yan - 2020 35th International Conference on Image …, 2020 - ieeexplore.ieee.org
The goal of human action recognition is to identify and understand the actions of people in
videos and export corresponding tags. In addition to spatial correlation existing in 2D …

Video-based human action recognition using deep learning: a review

HH Pham, L Khoudour, A Crouzil, P Zegers… - arXiv preprint arXiv …, 2022 - arxiv.org
Human action recognition is an important application domain in computer vision. Its primary
aim is to accurately describe human actions and their interactions from a previously unseen …

Human action recognition using a hybrid deep learning heuristic

SCB Dash, SR Mishra, K Srujan Raju… - Soft Computing, 2021 - Springer
Human action recognition in the surveillance video is currently one of the challenging
research topics. Most of the works in this area are based on either building classifiers on …

Human action recognition using computer vision and deep learning techniques

S Ganta, DS Desu, A Golla… - … Technologies for High …, 2023 - ieeexplore.ieee.org
Activity detection is a significant problem in smart video monitoring. The ability to recognize
human movement in surveillance footage is a complicated computer vision task, however …

A survey on intelligent human action recognition techniques

R Kumar, S Kumar - Multimedia Tools and Applications, 2024 - Springer
Abstract Human Action Recognition is an essential research area in computer vision due to
its automated nature of video monitoring. Human Action Recognition has several …

Human action recognition based on transfer learning approach

Y Abdulazeem, HM Balaha, WM Bahgat… - IEEE Access, 2021 - ieeexplore.ieee.org
Human action recognition techniques have gained significant attention among next-
generation technologies due to their specific features and high capability to inspect video …

Survey on deep learning for human action recognition

Z Qiu, J Sun, M Guo, M Wang, D Zhang - … –23, 2019, Proceedings, Part II 5, 2019 - Springer
Human action recognition has gained popularity because of its worldwide applications such
as video surveillance, video retrieval and human–computer interaction. This paper provides …

A comprehensive review of recent deep learning techniques for human activity recognition

VT Le, K Tran-Trung, VT Hoang - Computational Intelligence …, 2022 - Wiley Online Library
Human action recognition is an important field in computer vision that has attracted
remarkable attention from researchers. This survey aims to provide a comprehensive …

Human action recognition in videos of realistic scenes based on multi-scale CNN feature

Y Zhou, N Pu, L Qian, S Wu, G Xiao - … , Revised Selected Papers, Part II 18, 2018 - Springer
In this paper, we develop a novel method to design a robust feature representation based on
deep convolutional features and Latent Dirichlet Allocation (LDA) model for human action …