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 …

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 …

Sensor-based and vision-based human activity recognition: A comprehensive survey

LM Dang, K Min, H Wang, MJ Piran, CH Lee, H Moon - Pattern Recognition, 2020 - Elsevier
Human activity recognition (HAR) technology that analyzes data acquired from various types
of sensing devices, including vision sensors and embedded sensors, has motivated the …

Vision-based human activity recognition: a survey

DR Beddiar, B Nini, M Sabokrou, A Hadid - Multimedia Tools and …, 2020 - Springer
Human activity recognition (HAR) systems attempt to automatically identify and analyze
human activities using acquired information from various types of sensors. Although several …

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 …

A review of machine learning-based human activity recognition for diverse applications

F Kulsoom, S Narejo, Z Mehmood… - Neural Computing and …, 2022 - Springer
Human activity recognition (HAR) is a very active yet challenging and demanding area of
computer science. Due to the articulated nature of human motion, it is not trivial to detect …

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 …

Toward human activity recognition: a survey

G Saleem, UI Bajwa, RH Raza - Neural Computing and Applications, 2023 - Springer
Human activity recognition (HAR) is a complex and multifaceted problem. The research
community has reported numerous approaches to perform HAR. Along with HAR …

A review of deep learning-based human activity recognition on benchmark video datasets

V Sharma, M Gupta, AK Pandey, D Mishra… - Applied Artificial …, 2022 - Taylor & Francis
Different types of research have been done on video data using Artificial Intelligence (AI)
deep learning techniques. Most of them are behavior analysis, scene understanding, scene …

A survey on human activity recognition and classification

A Gupta, K Gupta, K Gupta… - … on communication and …, 2020 - ieeexplore.ieee.org
Activity Recognition and Classification is one of the most significant issues in the computer
vision field. Identifying and recognizing actions or activities that are performed by a person is …