The online FER evaluation experiment.
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posted on 2024-10-30, 17:40 authored by Masahito Nagata, Katsunori OkajimaThe experimental participants selected one of seven facial expressions (anger, disgust, fear, happiness, sadness, surprise, or neutral) for the presented images containing either masked or non-masked faces. Reprinted from https://generated.photos under a CC BY license, with permission from the website’s owner, original copyright 2024. The image of the face is an example for illustrative purposes only and is different from the original image used in the study.
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observer &# 8217facial expression recognitionfactors &# 8217east asian participantsmasked faces interpretedmachine learning classifiersautomated fer systemsautomated systemsmasked facesparticipants withinoften interpretedeast asianstarget faceswestern raterstarget facestudy highlightsstudy aimedsignificantly influencedpotentially leadingopening ratenotable findingsmasking conditionsmasking conditionlearning datasetsjudged labelsincreasingly usedfuture evaluationsfindings emphasizeferplus datasetfer researchfer processesfer experimentexisting studiesemotion labelsdeeper understandingcultural backgroundcomputer interactionbroader rangebased fer
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