A review of human activity recognition methods

M Vrigkas, C Nikou, IA Kakadiaris - Frontiers in Robotics and AI, 2015 - frontiersin.org
Recognizing human activities from video sequences or still images is a challenging task due
to problems, such as background clutter, partial occlusion, changes in scale, viewpoint …

Different approaches for human activity recognition: A survey

Z Hussain, M Sheng, WE Zhang - arXiv preprint arXiv:1906.05074, 2019 - arxiv.org
Human activity recognition has gained importance in recent years due to its applications in
various fields such as health, security and surveillance, entertainment, and intelligent …

A review on video-based human activity recognition

SR Ke, HLU Thuc, YJ Lee, JN Hwang, JH Yoo… - Computers, 2013 - mdpi.com
This review article surveys extensively the current progresses made toward video-based
human activity recognition. Three aspects for human activity recognition are addressed …

A review on human activity recognition using vision‐based method

S Zhang, Z Wei, J Nie, L Huang… - Journal of healthcare …, 2017 - Wiley Online Library
Human activity recognition (HAR) aims to recognize activities from a series of observations
on the actions of subjects and the environmental conditions. The vision‐based HAR …

A review and categorization of techniques on device-free human activity recognition

Z Hussain, QZ Sheng, WE Zhang - Journal of Network and Computer …, 2020 - Elsevier
Human activity recognition has gained importance in recent years due to its applications in
various fields such as health, security and surveillance, entertainment, and intelligent …

Vision based human activity recognition: a review

A Bux, P Angelov, Z Habib - … Systems: Contributions Presented at the 16th …, 2017 - Springer
Human activity recognition (HAR) is an important research area in computer vision due to its
vast range of applications. Specifically, the past decade has witnessed enormous growth in …

Exploring techniques for vision based human activity recognition: Methods, systems, and evaluation

X Xu, J Tang, X Zhang, X Liu, H Zhang, Y Qiu - sensors, 2013 - mdpi.com
With the wide applications of vision based intelligent systems, image and video analysis
technologies have attracted the attention of researchers in the computer vision field. In …

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 …

Challenges in sensor-based human activity recognition and a comparative analysis of benchmark datasets: A review

AD Antar, M Ahmed, MAR Ahad - 2019 Joint 8th International …, 2019 - ieeexplore.ieee.org
Human Activity Recognition using embedded sensors has lately made renowned
development and is drawing growing attention in numerous application domains including …

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 …