TY  - CONF
AU  - Maryam Asadi-Aghbolaghi
AU  - Albert Clapes
AU  - Marco Bellantonio
AU  - Hugo Jair Escalante
AU  - Victor Ponce
AU  - Xavier Baro
AU  - Isabelle Guyon
AU  - Shohreh Kasaei
AU  - Sergio Escalera
A2  - FG
PY  - 2017//
TI  - A survey on deep learning based approaches for action and gesture recognition in image sequences
BT  - 12th IEEE International Conference on Automatic Face and Gesture Recognition
N2  - The interest in action and gesture recognition has grown considerably in the last years. In this paper, we present a survey on current deep learning methodologies for action and gesture recognition in image sequences. We introduce a taxonomy that summarizes important aspects of deep learningfor approaching both tasks. We review the details of the proposed architectures, fusion strategies, main datasets, and competitions.We summarize and discuss the main works proposed so far with particular interest on how they treat the temporal dimension of data, discussing their main features and identify opportunities and challenges for future research.
L1  - http://refbase.cvc.uab.es/files/ACB2017b.pdf
N1  - HUPBA; no proj
ID  - Maryam Asadi-Aghbolaghi2017
ER  -