Sökning: onr:"swepub:oai:DiVA.org:mau-64410" >
Considerations for ...
Considerations for Face-based Data Estimates : Affect Reactions to Videos
-
- Bohlin, Gustaf (författare)
- Malmö universitet,Institutionen för datavetenskap och medieteknik (DVMT)
-
- Linderman, Kristoffer (författare)
- Malmö universitet,Institutionen för datavetenskap och medieteknik (DVMT)
-
- Alm, Cecilia (författare)
- Rochester Institute of Technology, U.S.A.
-
visa fler...
-
- Bailey, Reynold (författare)
- Rochester Institute of Technology, U.S.A.
-
visa färre...
-
(creator_code:org_t)
- SciTePress, 2019
- 2019
- Engelska.
-
Ingår i: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 2: VISIGRAPP. - : SciTePress. - 9789897583544 ; , s. 188-194
- Relaterad länk:
-
https://doi.org/10.5...
-
visa fler...
-
https://mau.diva-por... (primary) (Raw object)
-
https://doi.org/10.5...
-
https://urn.kb.se/re...
-
https://doi.org/10.5...
-
visa färre...
Abstract
Ämnesord
Stäng
- Video streaming is becoming the new standard for watching videos, providing an opportunity for affective video recommendation that leverages noninvasive sensing data from viewers to suggest content. Face-based data has the distinct advantage that it can be collected noninvasively with minimal equipment such as a simple webcam. Face recordings can be used for estimating individuals’ emotional states based on their facial movements and also for estimating pulse as a signal for emotional reactions. We provide a focused case-based contribution by reporting on methodological challenges experienced in a research study with face-based data estimates which are then used in predicting affective reactions. We build on lessons learned to formulate a set of recommendations that can be useful for continued work towards affective video recommendation.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Nyckelord
- Affective Reactions
- Facial Expressions Estimates
- Face-based Pulse Estimates
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
Hitta via bibliotek
Till lärosätets databas