Title
Automated Detection of Impulsive Movements in HCI
Abstract
This paper introduces an algorithm for automatically measuring impulsivity. This can be used as a major expressive movement feature in the development of systems for real-time analysis of emotion expression from human full-body movement, a research area which has received increased attention in the affective computing community. In particular, our algorithm is developed in the framework of the EU-H2020-ICT Project DANCE aiming at investigating techniques for sensory substitution in blind people, in order to enable perception of and participation in non-verbal, artistic whole-body experiences. The algorithm was tested by applying it to a reference archive of short dance performances. The archive includes a collection of both impulsive and fluid movements. Results show that our algorithm can reliably distinguish impulsive vs. sudden performances.
Year
DOI
Venue
2015
10.1145/2808435.2808466
CHItaly
Field
DocType
Citations 
Dance,Communication,Impulsivity,Cognitive psychology,Psychology,Sensory substitution,Affective computing,Perception
Conference
6
PageRank 
References 
Authors
0.56
2
4
Name
Order
Citations
PageRank
Radoslaw Niewiadomski141435.95
Maurizio Mancini259755.25
Gualtiero Volpe3864101.42
Antonio Camurri41107142.92