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We report on the recognition accuracy of basic emotions for each modality. ... Our approach is designed to be scalable and to work remotely on regular personal computers using expensive and noninvasive equipment. ... However, such methods typically require high-resolution images, or additional hardware such as infrared camera. ...doi:10.20381/ruor-20731 fatcat:5ayqafaobzeavgxrcznn7n42q4