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Emotion recognition is the process of identifying human emotion. People vary widely in their accuracy at recognizing the emotions of others. Use of technology to help people with emotion recognition is a relatively nascent research area. Generally, the technology works best if it uses multiple modalities in context.
The emotion annotation can be done in discrete emotion labels or on a continuous scale. Most of the databases are usually based on the basic emotions theory (by Paul Ekman) which assumes the existence of six discrete basic emotions (anger, fear, disgust, surprise, joy, sadness). However, some databases include the emotion tagging in continuous ...
The Self-Assessment Manikin (SAM) is a non-verbal pictorial questionnaire that directly measures a person's affect and feelings in response to exposure to an object or an event, such as a picture. [1] It is widely used by scientists to determine emotional reactions of participants during psychology experiments due to its non-verbal nature.
The whole battery is composed from two subtests : (1) a reduced and modified version of the Faux-Pas test, [3] assessing Theory of Mind and (2) a facial emotions recognition test. [4] Both tests are among the most sensitive and specific tests for the diagnosis of the frontotemporal dementia and accurately discriminate frontotemporal dementia ...
The emotional Stroop test requires naming the colour of a word without reading the word as described earlier; however a flaw in this study design was investigated by Larsen & Balota, 2006. [18] This study showed that slower word recognition cannot be solely attributed to whether a word is emotional or not, and that lexical features could also ...
The name Differential Emotions Scale came from the examination of verbal labels and facial expressions. Research have shown that participants of different backgrounds (i.e. ethnicity, culture, language) are all able to agree on and can differentiate different facial expressions among the fundamental emotions.
The response format that is most commonly used in emotion recognition studies is forced choice. In forced choice, for each facial expression, participants are asked to select their response from a short list of emotion labels. The forced choice method determines the emotion attributed to the facial expressions via the labels that are presented ...
Ekman's famous test of emotion recognition was the Pictures of Facial Affect (POFA) stimulus set published in 1976. Consisting of 110 black and white images of Caucasian actors portraying the six universal emotions plus neutral expressions, the POFA has been used to study emotion recognition rates in normal and psychiatric populations around ...