Name
Title | ||
|---|---|---|
Learning off-line vs. on-line models of interactive multimodal behaviors with recurrent neural networks. |
Abstract | ||
|---|---|---|
•Training behavioral models for task-oriented face-to-face interactions.•Evaluation of LSTM RNN against statistical methods.•Comparison between off-line vs. on-line predictions.•Extends experiments previously published in Pattern Recognition Letter (Mihoub et al., 2016). |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1016/j.patrec.2017.09.033 | Pattern Recognition Letters |
Keywords | Field | DocType |
Face-to-face interaction,Multimodal behavior,Co-verbal behavior,Behavioral models,Multi-task RNN,LSTM,Bi-directional LSTM | Off line,Gaze,Gesture,Behavioral modeling,Recurrent neural network,Artificial intelligence,Hidden Markov model,Mathematics,Face-to-face interaction,Dynamic Bayesian network | Journal |
Volume | Issue | ISSN |
100 | C | 0167-8655 |
Citations | PageRank | References |
1 | 0.35 | 18 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Duc Canh Nguyen | 1 | 2 | 1.05 |
| Gérard Bailly | 2 | 609 | 99.37 |
| Frédéric Elisei | 3 | 275 | 25.05 |