| C. Hondrou, G. Caridakis |
| Affective Natural Interaction using EEG: technologies, applications and future directions |
| Semantic Multimedia Analysis and Processing, CRC Press - Taylor & Francis Group |
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ABSTRACT
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| Current chapter provides a critical survey of research work dealing with broadly affective analysis of EEG signals collected during natural or naturalistic interaction. It presents a great variety of them but focuses on sensors that allow such natural interaction (namely NeuroSky and Emotiv) more easily, related technological features and affective aspects of applications in several application domains. These aspects include emotion, affect and cognition representation approach, induction method and stimuli and annotation chosen for the application. Additionally, machine learning issues related to affective analysis are revised such as incorporation of multiple modalities and related issues, feature selection for dimensionality reduction and classification architectures. Finally, future directions of EEG incorporation in affective and natural interaction are discussed.
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| 28 November , 2013 |
| C. Hondrou, G. Caridakis, "Affective Natural Interaction using EEG: technologies, applications and future directions", Semantic Multimedia Analysis and Processing, CRC Press - Taylor & Francis Group |
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