Abstract
SHS investigation development is considered from the geographical and historical viewpoint. 3 stages are described. Within Stage 1 the work was carried out in the Department of the Institute of Chemical Physics in Chernogolovka where the scientific discovery had been made. At Stage 2 the interest to SHS arose in different cities and towns of the former USSR. Within Stage 3 SHS entered the international scene. Now SHS processes and products are being studied in more than 50 countries.
Abstract
This chapter presents a multi-modal fusion framework for emotion
recognition using multiresolution analysis. The proposed framework consists of three
significant steps: (1) feature extraction and selection, (2) feature level fusion, and (3)
mapping of emotions in three-dimensional VAD space. The proposed framework
considers subject-independent features that can incorporate many more emotions. It is
possible to handle many channel features, especially synchronous EEG channels and
feature-level fusion works. This framework of representing emotions in 3D space can
be extended for mapping emotion in three-dimensional spaces with three specific
coordinates for a particular emotion. In addition to the fusion framework, we have
explained multiresolution approaches, such as wavelet and curvelet transform, to
classify and predict emotions.
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Authors:Bentham Science Books