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EnglishIn this work we present a framework and an experimental approach to investigate human body movement qualities (i.e., the expressive components of non-verbal communication) in HCI. We first define a candidate movement quality conceptually, with the involvement of experts in the field (e.g., dancers, choreographers). Next, we collect a dataset of performances and we evaluate the perception of the chosen quality. Finally, we propose a computational model to detect the presence of the quality in a movement segment and we compare the outcomes of the model with the evaluation results. In the proposed on-going work, we apply this approach to a specific quality of movement: Fluidity. The proposed methods and models may have several applications, e.g., in emotion detection from full-body movement, interactive training of motor skills, rehabilitation.
Movement fluidity analysis based on performance and perception / Piana, S.; Niewiadomski, R.; Volpe, G.; Alborno, P.; Mancini, M.; Camurri, A.. - ELETTRONICO. - (2016), pp. 1629-1636. ((Intervento presentato al convegno 34th Annual CHI Conference on Human Factors in Computing Systems, CHI EA 2016 tenutosi a San Jose Convention Center, usa nel 2016 [10.1145/2851581.2892478].
| Titolo: | Movement fluidity analysis based on performance and perception | |
| Autori: | Piana, S.; Niewiadomski, R.; Volpe, G.; Alborno, P.; Mancini, M.; Camurri, A. | |
| Autori Unitn: | ||
| Titolo del volume contenente il saggio: | Conference on human factors in computing systems - proceedings | |
| Luogo di edizione: | New York, NY | |
| Casa editrice: | Association for Computing Machinery | |
| Anno di pubblicazione: | 2016 | |
| Codice identificativo Scopus: | 2-s2.0-84992510012 | |
| ISBN: | 9781450340823 | |
| Handle: | http://hdl.handle.net/11572/279338 | |
| Citazione: | Movement fluidity analysis based on performance and perception / Piana, S.; Niewiadomski, R.; Volpe, G.; Alborno, P.; Mancini, M.; Camurri, A.. - ELETTRONICO. - (2016), pp. 1629-1636. ((Intervento presentato al convegno 34th Annual CHI Conference on Human Factors in Computing Systems, CHI EA 2016 tenutosi a San Jose Convention Center, usa nel 2016 [10.1145/2851581.2892478]. | |
| Digital Object Identifier (DOI): | http://dx.doi.org/10.1145/2851581.2892478 | |
| Appare nelle tipologie: | 04.2 Abstract in atti di convegno (Abstract in Proceedings) |
File in questo prodotto:
| File | Descrizione | Tipologia | Licenza | |
|---|---|---|---|---|
| CHI2016_pianaetal.pdf | Post-print referato (Refereed author’s manuscript) | Tutti i diritti riservati (All rights reserved) | Administrator |
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