Going deeper into action recognition: A survey

S Herath, M Harandi, F Porikli - Image and vision computing, 2017 - Elsevier
Understanding human actions in visual data is tied to advances in complementary research
areas including object recognition, human dynamics, domain adaptation and semantic …

Human action recognition: A taxonomy-based survey, updates, and opportunities

MG Morshed, T Sultana, A Alam, YK Lee - Sensors, 2023 - mdpi.com
Human action recognition systems use data collected from a wide range of sensors to
accurately identify and interpret human actions. One of the most challenging issues for …

Advances in human action recognition: A survey

G Cheng, Y Wan, AN Saudagar, K Namuduri… - arXiv preprint arXiv …, 2015 - arxiv.org
Human action recognition has been an important topic in computer vision due to its many
applications such as video surveillance, human machine interaction and video retrieval. One …

From handcrafted to learned representations for human action recognition: A survey

F Zhu, L Shao, J Xie, Y Fang - Image and Vision Computing, 2016 - Elsevier
Human action recognition is an important branch among the studies of both human
perception and computer vision systems. Along with the development of artificial …

A review on computer vision-based methods for human action recognition

M Al-Faris, J Chiverton, D Ndzi, AI Ahmed - Journal of imaging, 2020 - mdpi.com
Human action recognition targets recognising different actions from a sequence of
observations and different environmental conditions. A wide different applications is …

Analyzing human–human interactions: A survey

A Stergiou, R Poppe - Computer Vision and Image Understanding, 2019 - Elsevier
Many videos depict people, and it is their interactions that inform us of their activities, relation
to one another and the cultural and social setting. With advances in human action …

A comprehensive survey of vision-based human action recognition methods

HB Zhang, YX Zhang, B Zhong, Q Lei, L Yang, JX Du… - Sensors, 2019 - mdpi.com
Although widely used in many applications, accurate and efficient human action recognition
remains a challenging area of research in the field of computer vision. Most recent surveys …

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 …

A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition

AB Sargano, P Angelov, Z Habib - applied sciences, 2017 - mdpi.com
Human activity recognition (HAR) is an important research area in the fields of human
perception and computer vision due to its wide range of applications. These applications …

Human action recognition with video data: research and evaluation challenges

M Ramanathan, WY Yau… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Given a video sequence, the task of action recognition is to identify the most similar action
among the action sequences learned by the system. Such human action recognition is …