Cilla, RodrigoPatricio Guisado, Miguel ÁngelBerlanga de Jesús, AntonioMolina López, José Manuel2014-02-212014-02-212011Corchado, E. et al. (eds.) (2011) Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part II. (Lecture Notes in Computer Science, 6679). Springer, pp. 136- 143.978-3-642-21222-2 (online)978-3-642-21221-5 (print)0302-9743https://hdl.handle.net/10016/18332Proceedings of: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011This paper presents a human action recognition system that decomposes the task in two subtasks. First, a view-independent classifier, shared between the multiple views to analyze, is applied to obtain an initial guess of the posterior distribution of the performed action. Then, this posterior distribution is combined with view based knowledge to improve the action classification. This allows to reuse the view-independent component when a new view has to be analyzed, needing to only specify the view dependent knowledge. An example of the application of the system into an smart home domain is discussed.application/pdfeng© 2011 Springer-Verlag Berlin HeidelbergHuman Action Recognitionconference paperInformática10.1007/978-3-642-21222-2_17open access136143Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part IICC/0000017312