Silhouette-based human action recognition using sequences of key poses

AA Chaaraoui, P Climent-Pérez… - Pattern Recognition …, 2013 - Elsevier
In this paper, a human action recognition method is presented in which pose representation
is based on the contour points of the human silhouette and actions are learned by making …

Distinguishing patterns in drivers' visual attention allocation using Hidden Markov Models

M Muñoz, B Reimer, J Lee, B Mehler… - … research part F: traffic …, 2016 - Elsevier
Driving is an intricate task where different demands compete for the driver's attention.
Current interface designs present novel multi-modal interactions that extend beyond …

Learning skeleton information for human action analysis using Kinect

G Li, C Li - Signal Processing: Image Communication, 2020 - Elsevier
Human action recognition plays an important role in modern intelligent systems, such as
human–computer interaction (HCI), sport analysis, and somatosensory game. Compared …

Systems and methods for providing visual allocation management

AMM Delgado, BL Reimer, LEE Joonbum… - US Patent …, 2021 - Google Patents
Systems and methods for managing visual allocation are provided herein that use models to
determine states based on visual data and, based thereon, output feedback based on the …

An efficient approach for multi-view human action recognition based on bag-of-key-poses

AA Chaaraoui, P Climent-Pérez… - … Workshop, HBU 2012 …, 2012 - Springer
This paper presents a novel multi-view human action recognition approach based on a bag-
of-key-poses. In the case of multi-view scenarios, it is especially difficult to perform accurate …

A novel approach for human action recognition from silhouette images

S Maity, D Bhattacharjee… - IETE Journal of Research, 2017 - Taylor & Francis
In this work, we propose a novel human action recognition (HAR) technique for human
silhouette sequence based on spatio-temporal body parts movement (STBPM) and action …

A Low‐Dimensional Radial Silhouette‐Based Feature for Fast Human Action Recognition Fusing Multiple Views

AA Chaaraoui, F Flórez-Revuelta - … scholarly research notices, 2014 - Wiley Online Library
This paper presents a novel silhouette‐based feature for vision‐based human action
recognition, which relies on the contour of the silhouette and a radial scheme. Its low …

View-invariant human-body detection with extension to human action recognition using component-wise HMM of body parts

B Chakraborty, O Rudovic… - 2008 8th IEEE …, 2008 - ieeexplore.ieee.org
This paper presents a technique for view invariant human detection and extending this idea
to recognize basic human actions like walking, jogging, hand waving and boxing etc. To …

Human action recognition optimization based on evolutionary feature subset selection

AA Chaaraoui, F Flórez-Revuelta - … of the 15th annual conference on …, 2013 - dl.acm.org
Human action recognition constitutes a core component of advanced human behavior
analysis. The detection and recognition of basic human motion enables to analyze and …

Multi-view human action recognition using wavelet data reduction and multi-class classification

A Aryanfar, R Yaakob, AA Halin, MN Sulaiman… - Procedia Computer …, 2015 - Elsevier
Human action recognition from video has several potential to apply in different real-life
applications, but the most cases in this field suffer from the variation in viewpoint. Most of …