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 …

Human activity analysis: A review

JK Aggarwal, MS Ryoo - Acm Computing Surveys (Csur), 2011 - dl.acm.org
Human activity recognition is an important area of computer vision research. Its applications
include surveillance systems, patient monitoring systems, and a variety of systems that …

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 survey on vision-based human action recognition

R Poppe - Image and vision computing, 2010 - Elsevier
Vision-based human action recognition is the process of labeling image sequences with
action labels. Robust solutions to this problem have applications in domains such as visual …

A survey of vision-based methods for action representation, segmentation and recognition

D Weinland, R Ronfard, E Boyer - Computer vision and image …, 2011 - Elsevier
Action recognition has become a very important topic in computer vision, with many
fundamental applications, in robotics, video surveillance, human–computer interaction, and …

A survey on activity recognition and behavior understanding in video surveillance

S Vishwakarma, A Agrawal - The Visual Computer, 2013 - Springer
This paper provides a comprehensive survey for activity recognition in video surveillance. It
starts with a description of simple and complex human activity, and various applications. The …

A survey of advances in vision-based human motion capture and analysis

TB Moeslund, A Hilton, V Krüger - Computer vision and image …, 2006 - Elsevier
This survey reviews advances in human motion capture and analysis from 2000 to 2006,
following a previous survey of papers up to 2000 [TB Moeslund, E. Granum, A survey of …

Machine recognition of human activities: A survey

P Turaga, R Chellappa… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
The past decade has witnessed a rapid proliferation of video cameras in all walks of life and
has resulted in a tremendous explosion of video content. Several applications such as …

Recognizing human actions by learning and matching shape-motion prototype trees

Z Jiang, Z Lin, L Davis - IEEE Transactions on Pattern Analysis …, 2012 - ieeexplore.ieee.org
A shape-motion prototype-based approach is introduced for action recognition. The
approach represents an action as a sequence of prototypes for efficient and flexible action …

Action recognition using rate-invariant analysis of skeletal shape trajectories

BB Amor, J Su, A Srivastava - IEEE transactions on pattern …, 2015 - ieeexplore.ieee.org
We study the problem of classifying actions of human subjects using depth movies
generated by Kinect or other depth sensors. Representing human body as dynamical …