In this work we present how some state-of-the art action recognition techniques can be tailored to monitoring indoor human activities. At first, we analyze the most relevant algorithms and eventually we present an effective implementation based on the solely RGB input. Our preliminary results show that the proposed solution achieves competitive results with respect to other methods in the state of the art that take also advantage of multiple inputs.

Ciocca, G., Elmi, A., Napoletano, P., Schettini, R. (2018). Activity monitoring from RGB input for indoor action recognition systems. In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) (pp.1-4). IEEE Computer Society [10.1109/ICCE-Berlin.2018.8576233].

Activity monitoring from RGB input for indoor action recognition systems

Ciocca, G
;
Napoletano, P;Schettini, R
2018

Abstract

In this work we present how some state-of-the art action recognition techniques can be tailored to monitoring indoor human activities. At first, we analyze the most relevant algorithms and eventually we present an effective implementation based on the solely RGB input. Our preliminary results show that the proposed solution achieves competitive results with respect to other methods in the state of the art that take also advantage of multiple inputs.
poster + paper
Action recognition; tracking;
Action recognition, tracking
English
8th IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2018
2018
Moeller, R; Ciabattoni, L
2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin)
9781538660959
2018
2018-
1
4
8576233
none
Ciocca, G., Elmi, A., Napoletano, P., Schettini, R. (2018). Activity monitoring from RGB input for indoor action recognition systems. In 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) (pp.1-4). IEEE Computer Society [10.1109/ICCE-Berlin.2018.8576233].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/214796
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