Emotion recognition is a broader area in sentiment analysis. In the current scenarioo, most of the research works for emotion recognition is done in terms of using facial images, gestures and using signals like EEG,ECG,EMG and many,,
how about the use of EOG for emotion recognition? Is eye movement based emotion recognition possible with EOG?
It is fact that the human eye tend to show differences for each emotion by means of dilation in pupil
Is it possible to predict human emotion using EOG along..
Emotion recognition is an important area of EOG. The literature on this subject is important and includes studies on various pathologies and the development of the emotions of the baby to the elderly.
The pupil dilation is a means of measuring it, but there is another.
If you haven’t already Fovial display research might help your answer. As in many research areas and potential solutions for which their doesn’t seem to be answer directly in the field added context from addl data sources might need to be fused with physical eye data to potentially infer emotion. Many problems inherently have multi and trans disciplinary solutions. Just like 1’s and 0’s of cyber data can’t by themselves give you complete context as to why they were generated. Hope this helps.
You can also find additional information in the book Artificial Cognition Architectures Springer. We discuss modeling human emotions among others.
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