Feature selection and feature extraction in pattern analysis: A literature review

B Ghojogh, MN Samad, SA Mashhadi, T Kapoor… - arXiv preprint arXiv …, 2019 - arxiv.org
Pattern analysis often requires a pre-processing stage for extracting or selecting features in
order to help the classification, prediction, or clustering stage discriminate or represent the …

A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition

AB Sargano, P Angelov, Z Habib - applied sciences, 2017 - mdpi.com
Human activity recognition (HAR) is an important research area in the fields of human
perception and computer vision due to its wide range of applications. These applications …

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 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 …

View-independent action recognition from temporal self-similarities

IN Junejo, E Dexter, I Laptev… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
This paper addresses recognition of human actions under view changes. We explore self-
similarities of action sequences over time and observe the striking stability of such measures …

Human pose estimation and activity recognition from multi-view videos: Comparative explorations of recent developments

MB Holte, C Tran, MM Trivedi… - IEEE Journal of …, 2012 - ieeexplore.ieee.org
This paper presents a review and comparative study of recent multi-view approaches for
human 3D pose estimation and activity recognition. We discuss the application domain of …

The i3dpost multi-view and 3d human action/interaction database

N Gkalelis, H Kim, A Hilton… - 2009 Conference for …, 2009 - ieeexplore.ieee.org
In this paper a new multi-view/3D human action/interaction database is presented. The
database has been created using a convergent eight camera setup to produce high …

View-invariant action recognition based on artificial neural networks

A Iosifidis, A Tefas, I Pitas - IEEE transactions on neural …, 2012 - ieeexplore.ieee.org
In this paper, a novel view invariant action recognition method based on neural network
representation and recognition is proposed. The novel representation of action videos is …

Human action recognition using shape and CLG-motion flow from multi-view image sequences

M Ahmad, SW Lee - Pattern Recognition, 2008 - Elsevier
In this paper, we present a method for human action recognition from multi-view image
sequences that uses the combined motion and shape flow information with variability …

SpringerBriefs in Computer Science

S Zdonik, P Ning, S Shekhar, J Katz, X Wu, LC Jain… - 2012 - Springer
This is an introduction to multicast routing, which is the study of methods for routing from one
source to many destinations, or from many sources to many destinations. Multicast is …