Applicability of RF-based methods for emotion recognition: A survey

Muneeba Raja, Stephan Sigg

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference article in proceedingsScientificvertaisarvioitu

25 Sitaatiot (Scopus)

Abstrakti

Human emotion recognition has attracted a lot of research in recent years. However, conventional methods for sensing human emotions are either expensive or privacy intrusive. In this paper, we explore a connection between emotion recognition and RF-based activity recognition that can lead to a novel ubiquitous emotion sensing technology. We discuss the latest literature from both domains, highlight the potential of body movements for accurate emotion detection and focus on how emotion recognition could be done using inexpensive, less privacy intrusive, device-free RF sensing methods. Applications include environment and crowd behaviour tracking in real time, assisted living, health monitoring, or also domestic appliance control. As a result of this survey, we propose RF-based device free recognition for emotion detection based on body movements. However, it requires overcoming challenges, such as accuracy, to outperform classical methods.

AlkuperäiskieliEnglanti
Otsikko2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016
KustantajaIEEE
Sivumäärä6
ISBN (elektroninen)978-1-5090-1941-0, 978-1-5090-1940-3
DOI - pysyväislinkit
TilaJulkaistu - 19 huhtik. 2016
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaIEEE International Conference on Pervasive Computing and Communications Workshops - Sydney, Austraalia
Kesto: 14 maalisk. 201618 maalisk. 2016
Konferenssinumero: 13

Conference

ConferenceIEEE International Conference on Pervasive Computing and Communications Workshops
LyhennettäPerCom Workshops
Maa/AlueAustraalia
KaupunkiSydney
Ajanjakso14/03/201618/03/2016

Sormenjälki

Sukella tutkimusaiheisiin 'Applicability of RF-based methods for emotion recognition: A survey'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.
  • Towards pervasive geospatial affect perception

    Raja, M., Bachmann, A., Hemminki, S., Konomi, S., Sigg, S. & Inoue, S., tammik. 2018, julkaisussa: GEOINFORMATICA. 22, 1, s. 143–169 27 Sivumäärä

    Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

    5 Sitaatiot (Scopus)

Siteeraa tätä