Human emotions detection based on a smart-thermal system of thermographic images

•A study on thermal behavior of anger, disgust, fear, joy and sadness is carried out.•A self-calibrated system to have the same thermal trend for each subject is proposed.•A diagnostic of emotion through a top-down hierarchical classifier is done.•Biomarkers are proposed through temperature changes.