Semantic human activity recognition: A literature review

M Ziaeefard, R Bergevin - Pattern Recognition, 2015 - Elsevier
This paper presents an overview of state-of-the-art methods in activity recognition using
semantic features. Unlike low-level features, semantic features describe inherent …

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 …

An overview of contest on semantic description of human activities (sdha) 2010

MS Ryoo, CC Chen, JK Aggarwal… - Recognizing Patterns in …, 2010 - Springer
This paper summarizes results of the 1st Contest on Semantic Description of Human
Activities (SDHA), in conjunction with ICPR 2010. SDHA 2010 consists of three types of …

From action to activity: sensor-based activity recognition

Y Liu, L Nie, L Liu, DS Rosenblum - Neurocomputing, 2016 - Elsevier
As compared to actions, activities are much more complex, but semantically they are more
representative of a human׳ s real life. Techniques for action recognition from sensor …

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 …

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 …

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 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 …

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 survey on human activity recognition from videos

T Subetha, S Chitrakala - 2016 international conference on …, 2016 - ieeexplore.ieee.org
Understanding the activities of human from videos is demanding task in Computer Vision.
Identifying the actions being accomplished by the human in the video sequence …