scholarly journals Deep Emotion Recognition through Upper Body Movements and Facial Expression

2021 ◽  
Author(s):  
Chaudhary Ilyas ◽  
Rita Nunes ◽  
Kamal Nasrollahi ◽  
Matthias Rehm ◽  
Thomas Moeslund
Keyword(s):  
Facial Expression ◽  
Emotion Recognition ◽  
Upper Body ◽  
Body Movements

Advocating a Componential Appraisal Model to Guide Emotion Recognition

2012 ◽  
Vol 3 (1) ◽  
pp. 18-32 ◽  
Author(s):  
Marcello Mortillaro ◽  
Ben Meuleman ◽  
Klaus R. Scherer
Keyword(s):  
Facial Expression ◽  
Emotion Recognition ◽  
Intermediate Layer ◽  
Process Model ◽  
Black Box ◽  
Emotion Classification ◽  
Body Movements ◽  
Component Process ◽  
Theoretical Predictions ◽  
Emotion Label

Most models of automatic emotion recognition use a discrete perspective and a black-box approach, i.e., they output an emotion label chosen from a limited pool of candidate terms, on the basis of purely statistical methods. Although these models are successful in emotion classification, a number of practical and theoretical drawbacks limit the range of possible applications. In this paper, the authors suggest the adoption of an appraisal perspective in modeling emotion recognition. The authors propose to use appraisals as an intermediate layer between expressive features (input) and emotion labeling (output). The model would then be made of two parts: first, expressive features would be used to estimate appraisals; second, resulting appraisals would be used to predict an emotion label. While the second part of the model has already been the object of several studies, the first is unexplored. The authors argue that this model should be built on the basis of both theoretical predictions and empirical results about the link between specific appraisals and expressive features. For this purpose, the authors suggest to use the component process model of emotion, which includes detailed predictions of efferent effects of appraisals on facial expression, voice, and body movements.

KABUTO: Inducing Upper-Body Movements using a Head Mounted Haptic Display with Flywheels

2020 ◽  
Author(s):  
Taku Tanichi ◽  
Futa Asada ◽  
Kento Matsuda ◽  
Danny Hynds ◽  
Kouta Minamizawa
Keyword(s):  
Upper Body ◽  
Haptic Display ◽  
Body Movements

Evaluating upper body movements during gait in healthy children and children with diplegic cerebral palsy

2007 ◽  
Vol 16 (3) ◽  
pp. 175-180 ◽  
Author(s):  
Jacqueline Romkes ◽  
Wietske Peeters ◽  
Aidia M. Oosterom ◽  
Sara Molenaar ◽  
Iris Bakels ◽  
...  
Keyword(s):  
Cerebral Palsy ◽  
Upper Body ◽  
Healthy Children ◽  
Body Movements
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