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 …

Review on recent advances in human action recognition in video data

A Baisware, B Sayankar, S Hood - 2019 9th International …, 2019 - ieeexplore.ieee.org
AI has achieved new heights in image recognition, human action recognition and NLP. It has
a vast area of implementations such as IoT, robotics, biosciences and surveillance. Video …

Human action recognition in video using DB-LSTM and ResNet

A Mihanpour, MJ Rashti, SE Alavi - 2020 6th International …, 2020 - ieeexplore.ieee.org
Human action recognition in video is one of the most widely applied topics in the field of
image and video processing, with many applications in surveillance (security, sports, etc.) …

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 …

A vision-based human action recognition system for moving cameras through deep learning

MJ Chang, JT Hsieh, CY Fang, SW Chen - Proceedings of the 2019 2nd …, 2019 - dl.acm.org
This study presents a vision-based human action recognition system using a deep learning
technique. The system can recognize human actions successfully when the camera of a …

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 machine learning in uncontrolled environment

IM Nasir, M Raza, JH Shah, MA Khan… - 2021 1st International …, 2021 - ieeexplore.ieee.org
Video based Human Action Recognition (HAR) is an active research field of Machine
Learning (ML) and human detection in videos is the most important step in action …

SV-NET: a deep learning approach to video based human activity recognition

S Bhattacharya, V Shaw, PK Singh, R Sarkar… - Proceedings of the 11th …, 2021 - Springer
The automatic identification of physical activities performed by human beings is referred to
as Human Activity Recognition (HAR). It aims to infer the actions of one or more persons …

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 …

Human action recognition using attention based LSTM network with dilated CNN features

K Muhammad, A Ullah, AS Imran, M Sajjad… - Future Generation …, 2021 - Elsevier
Human action recognition in videos is an active area of research in computer vision and
pattern recognition. Nowadays, artificial intelligence (AI) based systems are needed for …