Postural expressions of action tendencies

One of the challenges of virtual character research is the specification of reliable and discriminative features of complex emotions in multiple modalities. Whereas expressions of different emotion categories in facial expressions, gaze, and gestures were explored in several studies, postural expressions of emotion and other components of emotions received less attention. In this paper, we propose an approach for designing and evaluating postural expressions of action tendencies. We designed postural expressions of several action tendencies using MARC, our virtual character animation platform. These postures were informed by data from the literature completed with the manual annotations of an exploratory video corpus. A decoding study tested 5 pairs of static pictures of postural expressions in terms of action tendencies as well as discrete emotion categories. Subjects reliably recognized the postural expressions of the following action tendencies: attending, disappear from view and exuberant. Perception of emotion categories was also consistent with psychological predictions about action tendencies. These results suggest that postural expressions can be useful to express action tendencies in virtual characters.

[1]  N. Frijda Emotion, cognitive structure and action tendency , 1987 .

[2]  D. Ballin,et al.  A framework for interpersonal attitude and non-verbal communication in improvisational visual media production , 2004 .

[3]  N. Hadjikhani,et al.  Fear fosters flight: a mechanism for fear contagion when perceiving emotion expressed by a whole body. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[4]  Andrea Kleinsmith,et al.  Recognizing Affective Dimensions from Body Posture , 2007, ACII.

[5]  C. Darwin The Expression of the Emotions in Man and Animals , .

[6]  Nadia Bianchi-Berthouze,et al.  Modeling human affective postures: an information theoretic characterization of posture features , 2004, Comput. Animat. Virtual Worlds.

[7]  Marco Gillies,et al.  Individuality and Contextual Variation of Character Behaviour for Interactive Narrative. , 2006 .

[8]  Karl Grammer,et al.  The representation of self reported affect in body posture and body posture simulation. , 2004, Collegium antropologicum.

[9]  Klaus R. Scherer,et al.  Emotional Expression: A Royal Road for the Study of Behavior Control1 , 2000 .

[10]  Michael Kipp,et al.  ANVIL - a generic annotation tool for multimodal dialogue , 2001, INTERSPEECH.

[11]  Arjan Egges,et al.  Real-time Animation of Interactive Virtual Humans , 2006 .

[12]  C. Darwin,et al.  The Expression of the Emotions in Man and Animals , 1956 .

[13]  P Bull,et al.  The interpretation of posture through an alternative methodology to role play. , 1978, The British journal of social and clinical psychology.

[14]  Jean-Claude Martin,et al.  PERMUTATION: A Corpus-Based Approach for Modeling Personality and Multimodal Expression of Affects in Virtual Characters , 2009, HCI.

[15]  K. Scherer,et al.  The New Handbook of Methods in Nonverbal Behavior Research , 2008 .

[16]  R. Lazarus Progress on a cognitive-motivational-relational theory of emotion. , 1991, The American psychologist.

[17]  K. Scherer Appraisal considered as a process of multilevel sequential checking. , 2001 .

[18]  Stefan Kopp,et al.  Towards a Common Framework for Multimodal Generation: The Behavior Markup Language , 2006, IVA.

[19]  N. Frijda,et al.  Relations among emotion, appraisal, and emotional action readiness , 1989 .

[20]  Michael Neff,et al.  An annotation scheme for conversational gestures: how to economically capture timing and form , 2007, Lang. Resour. Evaluation.

[21]  H. Wallbott Bodily expression of emotion , 1998 .

[22]  Jean-Claude Martin,et al.  Combining Facial and Postural Expressions of Emotions in a Virtual Character , 2009, IVA.

[23]  Andrea Kleinsmith,et al.  A categorical approach to affective gesture recognition , 2003, Connect. Sci..

[24]  P. Ekman,et al.  Head and body cues in the judgment of emotion: a reformulation. , 1967, Perceptual and motor skills.

[25]  Jean-Claude Martin,et al.  Multi-level Annotations of Nonverbal Behaviors in French Spontaneous Conversation , 2010, LREC 2010.

[26]  J. Russell A circumplex model of affect. , 1980 .

[27]  Walter J. Perrig,et al.  Control of human behavior, mental processes and consciousness : essays in honor of the 60th birthday of August Flammer , 2000 .

[28]  Klaus R. Scherer,et al.  Using Actor Portrayals to Systematically Study Multimodal Emotion Expression: The GEMEP Corpus , 2007, ACII.

[29]  Nadia Bianchi-Berthouze,et al.  Does Body Movement Engage You More in Digital Game Play? and Why? , 2007, ACII.

[30]  P. MatthewAylett Proceedings of the 7th European Conference on Speech Communication and Technology , 2001 .

[31]  Michael Neff,et al.  Augmenting Gesture Animation with Motion Capture Data to Provide Full-Body Engagement , 2009, IVA.

[32]  P. Ekman,et al.  BODY POSITION, FACIAL EXPRESSION, AND VERBAL BEHAVIOR DURING INTERVIEWS. , 1964, Journal of abnormal psychology.

[33]  J. Hoogstraten,et al.  Head position and spinal position as determinants of perceived emotional state. , 1995, Perceptual and motor skills.

[34]  P. Ekman Differential communication of affect by head and body cues. , 1965, Journal of personality and social psychology.

[35]  P. Ekman,et al.  Handbook of methods in nonverbal behavior research , 1982 .