The Child Affective Facial Expression (CAFE) set

The Child Affective Facial Expression Set (CAFE) is a collection of photographs taken of 2- to 8-year-old children (M = 5.3 years; R = 2.7 – 8.7 years) posing for 6 emotional facial expressions—sadness, happiness, surprise, anger, disgust, and fear—plus a neutral face. The full set features 90 female models and 64 male models (27 African American, 16 Asian, 77 Caucasian/European American, 23 Latino, and 11 South Asian). With the exception of surprise, children were asked to pose for each expression with their mouths open and with their mouths closed. Surprised faces were only posed with their mouths open. Open mouth disgusted faces generally included a tongue protrusion. In total, we had 154 child-models pose each of these 7 expressions. Not all children were able to successfully pose for all 7 expressions, so all unsuccessful attempts were eliminated from the set. The result is 1192 total photographs. Demographic information and validity/reliability data from 100 untrained adults on each face in the set is available in a sortable Excel file under "Materials." Please note that the images in the CAFE set are copyright protected and cannot be published (including in journals, book chapters, etc). When using the CAFE data set please cite both the paper that introduces it: LoBue, V., & Thrasher, C. (2015). The Child Affective Facial Expression (CAFE) set: validity and reliability from untrained adults. Emotion Science, 5, 1532. http://doi.org/10.3389/fpsyg.2014.01532 and the data set itself using the Databrary citation below: LoBue, V. (2014). The Child Affective Facial Expression (CAFE) set. Databrary. http://doi.org/10.17910/B7301K The set has also been recently validated in a child sample. The citation can be found here: LoBue, V., Baker, L., & Thrasher, C. (2018). Through the eyes of a child: Preschoolers’ identification of emotional expressions from the Child Affective Facial Expression (CAFE) Set. Cognition & Emotion, 32, 1122-1130. © 2014 Cat Thrasher

儿童情感面部表情数据集（Child Affective Facial Expression Set, CAFE）是一套面部照片数据集，拍摄对象为2至8岁儿童（平均年龄5.3岁，年龄范围2.7~8.7岁），这些儿童需摆出6种情感面部表情——悲伤、快乐、惊讶、愤怒、厌恶与恐惧，外加中性面部表情。完整数据集共包含90名女性儿童模特与64名男性儿童模特，其中非裔美国人27名、亚裔16名、白种人/欧裔美国人77名、拉丁裔23名、南亚裔11名。除惊讶表情外，儿童需分别摆出张嘴与闭嘴的对应表情；惊讶表情仅要求张嘴摆出。张嘴的厌恶表情通常需配合吐舌动作。共有154名儿童模特参与了全部7种表情的拍摄，但并非所有儿童都能成功摆出全部7种表情，因此所有失败的拍摄样本均被剔除，最终数据集共包含1192张面部照片。数据集内每张面部照片的人口统计学信息，以及100名未经培训的成年人对每张面部的有效性与可靠性评分数据，均可在名为"Materials"的可排序Excel文件中获取。请注意，CAFE数据集内的图像受版权保护，不得用于出版（包括期刊、图书章节等场景）。在使用CAFE数据集时，请同时引用介绍该数据集的论文与数据集本身：介绍论文为：LoBue, V. 与 Thrasher, C.（2015）。《儿童情感面部表情（CAFE）数据集：未受训成年人的有效性与可靠性》，《情感科学》，5卷，1532页。https://doi.org/10.3389/fpsyg.2014.01532；数据集本身的引用则采用如下Databrary格式：LoBue, V.（2014）。《儿童情感面部表情（CAFE）数据集》，Databrary。https://doi.org/10.17910/B7301K。该数据集近期还在儿童样本中完成了有效性验证，相关引用可参考：LoBue, V.、Baker, L. 与 Thrasher, C.（2018）。《以儿童之眼：学龄前儿童对儿童情感面部表情（CAFE）数据集内情感表情的识别》，《认知与情感》，32卷，1122-1130页。©2014 Cat Thrasher

搜集汇总

背景与挑战

背景概述

The Child Affective Facial Expression (CAFE) set是一个包含154名2至8岁儿童的七种情感面部表情照片的数据集，总共有1192张照片，涵盖多种族背景。数据集经过严格验证，并附有人口统计信息和验证数据，使用时需遵守版权规定并引用相关文献。