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Sampling rate of signals and other data available in the Emognition dataset.
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Sampling rate of signals and other data available in the Emognition dataset.

Journal: Scientific Data

Article Title: Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables

doi: 10.1038/s41597-022-01262-0

Figure Lengend Snippet: Sampling rate of signals and other data available in the Emognition dataset.

Article Snippet: At the end of each day, data from the smartphone was transferred to the secure disk; A wristband Empatica E4 monitoring blood volume pulse (BVP), interbeat interval (IBI), electrodermal activity (EDA), acceleration, and skin temperature (SKT).

Techniques: Sampling, Activity Assay

Examples of data available in the Emognition dataset: ( a ) physiological signals recorded with wearable devices: 4 x EEG (Muse 2); BVP, EDA, SKT (Empatica E4); raw BVP, processed BVP, HR (Samsung Watch); ACC from all devices; ( b ) upper-body recordings capturing the facial reactions to the stimuli, from the left: neutral, disgust, surprise; ( c ) facial landmarks generated with the OpenFace library facilitating emotion recognition from the face. The participant gave written consent to include her image in this article.

Journal: Scientific Data

Article Title: Emognition dataset: emotion recognition with self-reports, facial expressions, and physiology using wearables

doi: 10.1038/s41597-022-01262-0

Figure Lengend Snippet: Examples of data available in the Emognition dataset: ( a ) physiological signals recorded with wearable devices: 4 x EEG (Muse 2); BVP, EDA, SKT (Empatica E4); raw BVP, processed BVP, HR (Samsung Watch); ACC from all devices; ( b ) upper-body recordings capturing the facial reactions to the stimuli, from the left: neutral, disgust, surprise; ( c ) facial landmarks generated with the OpenFace library facilitating emotion recognition from the face. The participant gave written consent to include her image in this article.

Article Snippet: At the end of each day, data from the smartphone was transferred to the secure disk; A wristband Empatica E4 monitoring blood volume pulse (BVP), interbeat interval (IBI), electrodermal activity (EDA), acceleration, and skin temperature (SKT).

Techniques: Generated