[HTML][HTML] 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 …

Joint movement similarities for robust 3D action recognition using skeletal data

H Pazhoumand-Dar, CP Lam, M Masek - Journal of Visual Communication …, 2015 - Elsevier
Human action analysis based on 3D imaging is an emerging topic. This paper presents an
approach for the problem of action recognition using information from a number of action …

Matching mixtures of curves for human action recognition

M Vrigkas, V Karavasilis, C Nikou… - Computer Vision and …, 2014 - Elsevier
A learning-based framework for action representation and recognition relying on the
description of an action by time series of optical flow motion features is presented. In the …

Classifying behavioral attributes using conditional random fields

M Vrigkas, C Nikou, IA Kakadiadis - … : 8th Hellenic Conference on AI, SETN …, 2014 - Springer
A human behavior recognition method with an application to political speech videos is
presented. We focus on modeling the behavior of a subject with a conditional random field …

[PDF][PDF] Exploring behavior analysis in video surveillance applications

A Taha, HH Zayed, ME Khalifa… - International Journal of …, 2014 - academia.edu
Video surveillance is recently one of the most active research topics in computer vision. It
has a wide spectrum of promising public safety and security applications. As the number of …

Recognizing human actions in the motion trajectories of shapes

M Roemmele, SM Morgens, AS Gordon… - Proceedings of the 21st …, 2016 - dl.acm.org
People naturally anthropomorphize the movement of nonliving objects, as social
psychologists Fritz Heider and Marianne Simmel demonstrated in their influential 1944 …

A comparative study of various human activity recognition approaches

D Goel, R Pradhan - IOP Conference Series: Materials Science …, 2021 - iopscience.iop.org
Abstract Human Activity Recognition (HAR) is a vast and exciting topic for researchers and
students. HAR aims to recognize activities by observing the actions of subjects and …

Remarkable skeleton based human action recognition

S Jaiswal, T Jaiswal - Artificial Intelligence Evolution, 2020 - ojs.wiserpub.com
Skeleton-based human-action-recognition (SBHAR) has wide applications in cognitive
science and automatic surveillance. However, the most challenging and crucial task of the …

Human pose and action recognition

M Farrajota - 2017 - sapientia.ualg.pt
This thesis focuses on detection of persons and pose recognition using neural networks.
The goal is to detect human body poses in a visual scene with multiple persons and to use …

HUMAN ACTIVITY RECOGNITION SYSTEM (HARS) USING HISTOGRAM OF NORMALIZED FOURIER DESCRIPTOR

H Samir, H Abd Elmunim, G Aly - Journal of Al-Azhar University …, 2017 - journals.ekb.eg
This paper presents a system, which is able to recognize different continuous human
activities in real time from videos using a single stationary camera. The proposed system …