Web-based Visualisation of Head Pose and Facial Expressions Changes: Monitoring Human Activity Using Depth Data.

Grigorios Kalliatakis, Nikolaos Vidakis, Georgios Triantafyllidis

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

1 Citationer (Scopus)

Abstrakt

Despite significant recent advances in the field of head pose estimation and facial expression recognition, raising the cognitive level when analysing human activity presents serious challenges to current concepts. Motivated by the need of generating
comprehensible visual representations from different sets of data, we introduce a system capable of monitoring human activity through head pose and facial expression changes, utilising an affordable 3D sensing technology (Microsoft Kinect sensor). An approach build on discriminative random regression forests was selected in order to rapidly and accurately estimate head pose changes in unconstrained environment. In
order to complete the secondary process of recognising four universal dominant facial expressions (happiness, anger, sadness and surprise), emotion recognition via facial expressions (ERFE) was adopted. After that, a lightweight data exchange format (JavaScript Object Notation-JSON) is employed, in order to manipulate the data extracted from the two aforementioned settings. Such mechanism can yield a platform for objective and effortless assessment of human activity within the context of serious gaming and human-computer interaction.
OriginalsprogEngelsk
TitelComputer Science and Electronic Engineering (CEEC), 2016 8th
ForlagIEEE
Publikationsdatosep. 2016
ISBN (Trykt)978-1-5090-1275-6
ISBN (Elektronisk)978-1-5090-2050-8
DOI
StatusUdgivet - sep. 2016
Begivenhed8th Computer Science & Electronic Engineering Conference - University of Essex in Colchester, Essex, Storbritannien
Varighed: 28 sep. 201630 sep. 2016
http://ceec.uk/

Konference

Konference8th Computer Science & Electronic Engineering Conference
LokationUniversity of Essex in Colchester
LandStorbritannien
ByEssex
Periode28/09/201630/09/2016
Internetadresse

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