Arşiv ve Dokümantasyon Merkezi
Dijital Arşivi

Video based automatic affect analysis of a child and a therapist during play therapy

Basit öğe kaydını göster

dc.contributor Graduate Program in Computer Engineering.
dc.contributor.advisor Akarun, Lale.
dc.contributor.advisor Salah, Albert Ali.
dc.contributor.author Türkmen, Batıkan.
dc.date.accessioned 2023-03-16T10:03:56Z
dc.date.available 2023-03-16T10:03:56Z
dc.date.issued 2019.
dc.identifier.other CMPE 2019 T88
dc.identifier.uri http://digitalarchive.boun.edu.tr/handle/123456789/12383
dc.description.abstract With recent developments in machine and deep learning techniques and the ad vent of big data, computer vision supports many disciplines, including social sciences. Although computer vision is used in social signal processing in psychology and its sub-branches, there is a lack of studies in the field of play therapy. Play therapy is a psychotherapeutic method, and it is a convenient yet challenging field to apply au tomatic computer analysis techniques due to the extensive range of body poses, the existence of various play activities, and occlusions with people and objects. In this thesis, we investigate an approach to track the affective state of a child during a play therapy session with two diagonal cameras. Moreover, to differentiate the therapist and the child in the therapy room, we introduce a human tracking module. Finally, we provide a web-based affect analysis tool for the field experts to interactively visualize affect over longitudinal data. We conduct experiments on various modalities and their fusions, including text analysis, face analysis and body motion analysis during the therapy session. In this study, we used about 350 hours of therapy videos, containing two million facial expressions. Our results show that the proposed system is promising and yet still open to improvement at different stages.
dc.format.extent 30 cm.
dc.publisher Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2019.
dc.subject.lcsh Play therapy.
dc.title Video based automatic affect analysis of a child and a therapist during play therapy
dc.format.pages xiv, 81 leaves ;


Bu öğenin dosyaları

Bu öğe aşağıdaki koleksiyon(lar)da görünmektedir.

Basit öğe kaydını göster

Dijital Arşivde Ara


Göz at

Hesabım