Confusion matrices comparing the judgments of observers according to different conditions.
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posted on 2024-10-30, 17:40 authored by Masahito Nagata, Katsunori OkajimaOnly the condition in the dashed boxes differs between the vertical and horizontal axes. (A) Comparison of majority and individual perceptions of Westerners for non-masked target faces. (B) Comparison of majority and individual perceptions of East Asians for non-masked target faces. (C) Comparison of majority perceptions between Western and East Asians for non-masked target faces. (D) Comparison of majority perceptions of East Asians for non-masked and masked target faces.
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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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