Multimodal recognition of emotions

Title

Multimodal recognition of emotions

 Author

Datcu, D.

Contributor

Koppelaar, H.K. (promotor)
Rothkrantz, L.J.M. (promotor)

Faculty

Electrical Engineering, Mathematics and Computer Science

 Department

Mediamatica

 Date

2009-10-27

 Abstract

This thesis proposes algorithms and techniques to be used for automatic recognition of six prototypic emotion categories by computer programs, based on the recognition of facial expressions and emotion patterns in voice. Considering the applicability in real-life conditions, the research is carried in the context of devising person independent methods that should be robust to various factors given the specificity of the considered modalities. An immediate focus represents the development of audio-visual algorithms and their implementation in form of software applications for automatic recognition of emotions.

 Subject

emotion recognition
facial expression recognition
emotions from speech
Bi-modal data fusion
multimedia frameworks

 To reference this document use:

http://resolver.tudelft.nl/uuid:1867c5a9-8043-427e-bc6d-c7a40013c006

 Embargo date

2009-10-27

 Part of collection

Institutional Repository

 Document type

doctoral thesis

 Rights

(c) 2009 Datcu, D.
Files
PDF Dragos_Datcu_PhD_Thesis.pdf 3.62 MB
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