Title | ||
---|---|---|
SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis |
Abstract | ||
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Patients with schizophrenia often display impairments in the expression of emotion and speech and those are observed in their facial behaviour. Automatic analysis of patients’ facial expressions that is aimed at estimating symptoms of schizophrenia has received attention recently. However, the datasets that are typically used for training and evaluating the developed methods, contain only a small ... |
Year | DOI | Venue |
---|---|---|
2018 | 10.1109/TAFFC.2019.2907628 | IEEE Transactions on Affective Computing |
Keywords | Field | DocType |
Interviews,Feature extraction,Videos,Estimation,Training,Task analysis,Cameras | Viewpoints,Neural network architecture,Cognitive psychology,Psychology,Active listening,Facial expression,Artificial intelligence,Mental health,Machine learning,Schizophrenia | Journal |
Volume | Issue | ISSN |
12 | 4 | 1949-3045 |
Citations | PageRank | References |
1 | 0.35 | 0 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Mina Bishay | 1 | 1 | 0.69 |
Petar Palasek | 2 | 6 | 3.41 |
Stefan Priebe | 3 | 1 | 1.02 |
Ioannis Patras | 4 | 1960 | 123.15 |