This repository contains the source code for a gesture recognition application. Three neural networks are used: Convolutional Neural Networks, LSTM and GRU. Two skeleton-based datasets are explored: MSRC-12 and NTU RGB+D.
Preprocessed datasets are available here
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Peixoto J.S., Pfitscher M., de Souza Leite Cuadros M.A., Welfer D., Gamarra D.F.T. (2021) Comparison of Different Processing Methods of Joint Coordinates Features for Gesture Recognition with a CNN in the MSRC-12 Database. In: Intelligent Systems Design and Applications. ISDA 2020. Advances in Intelligent Systems and Computing, vol 1351. Springer, Cham. https://doi.org/10.1007/978-3-030-71187-0_54
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Peixoto, J.S., Cukla, A.R., Welfer, D., Gamarra, D.F.T. (2022). Comparison of Different Processing Methods of Joint Coordinates Features for Gesture Recognition with a RNN in the MSRC-12. In: Intelligent Systems Design and Applications. ISDA 2021. Lecture Notes in Networks and Systems, vol 418. Springer, Cham. https://doi.org/10.1007/978-3-030-96308-8_46