Evaluating the Performance of Mobile-Convolutional Neural Networks for Spatial and Temporal Human Action Recognition Analysis

SN Moutsis, KA Tsintotas, I Kansizoglou, A Gasteratos - Robotics, 2023 - mdpi.com
Human action recognition is a computer vision task that identifies how a person or a group
acts on a video sequence. Various methods that rely on deep-learning techniques, such as …

Recognizing human actions in video using motion history image and deep learning

PS Chandragiri, EP Ijjina - 2021 12th International Conference …, 2021 - ieeexplore.ieee.org
Action recognition from videos has become one of the coveted fields in recent years
because of its potential applications. In particular, action recognition methods utilizing deep …

Human action recognition using pre-trained convolutional neural networks

C Aly, F Salleh Abas, H Ann Goh - Proceedings of the 2020 2nd …, 2020 - dl.acm.org
Recognition of human action is one of the challenges in the field of artificial intelligence.
Deep learning model has become a research issue in action recognition applications due to …