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Hand Posture Recognition with standard webcam for Natural Interaction
dc.contributor.author | Osimani, César | |
dc.contributor.author | Piedra Fernández, José Antonio | |
dc.contributor.author | Ojeda Castelo, Juan Jesús | |
dc.contributor.author | Iribarne Martínez, Luis Fernando | |
dc.date.accessioned | 2017-11-08T08:36:21Z | |
dc.date.available | 2017-11-08T08:36:21Z | |
dc.date.issued | 2017 | |
dc.identifier.uri | http://hdl.handle.net/10835/5281 | |
dc.description.abstract | This paper presents an experimental prototype designed for natural human-computer interaction in an environmental intelligence system. Using computer vision resources, it analyzes the images captured by a webcam to recognize a person’s hand movements. There is now a strong trend in interpreting these hand and body movements in general, with computer vision, which is a very attractive field of research. In this study, a mechanism for natural interaction was implemented by analyzing images captured by a webcam based on hand geometry and posture, to show its movements in our model. A camera is installed in such a manner that it can discriminate the movements a person makes using Background Subtraction. Then hands are searched for assisted by segmentation by skin color detection and a series of classifiers. Finally, the geometric characteristics of the hands are extracted to distinguish defined control action positions. | es_ES |
dc.language.iso | es | es_ES |
dc.relation | info:eu-repo/grantAgreement/ES/MINECO/TIN2013-41576-R/ES/Evolución de sistemas dinámicos en la nube: Un escenario marco hacia las interfaces de usuario inteligentes/ESDNEMIUI | es_ES |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.source | 5th World Conference on Information Systems and Technologies. Porto Santo Island, Madeira, Portugal, 11-13 April 2017. In Recent Advances in Information Systems and Technologies, Vol. 570, pp. 157-166, Springer | es_ES |
dc.title | Hand Posture Recognition with standard webcam for Natural Interaction | es_ES |
dc.type | info:eu-repo/semantics/report | es_ES |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es_ES |
dc.identifier.doi | http://doi.org/10.1007/978-3-319-56538-5_17 | |
dc.relation.projectID | TIN2013-41576-R | es_ES |