JAFFE 表情识别数据集

JAFFE 全称 Japanese Female Facial Expression 。该数据集由 213 张人脸表情图像组成。 10 位日本女性在实验环境下根据指示做出 7 种面部表情（6 个基本的面部表情和中性表情），再由照相机拍摄获取人脸表情图像。 60 个标注者对每个面部表情进行了平均语义评级。

JAFFE, whose full name is Japanese Female Facial Expression, is a dataset consisting of 213 facial expression images. Ten Japanese female participants were instructed to pose seven types of facial expressions (six basic facial expressions plus a neutral expression) in a controlled experimental setting, and their facial expressions were captured by cameras. Sixty annotators provided average semantic ratings for each facial expression image.

搜集汇总

背景与挑战

背景概述

JAFFE 表情识别数据集是一个专门用于面部表情识别研究的数据集，包含213张由10位日本女性在控制环境下拍摄的7种基本表情图像（愤怒、厌恶、恐惧、快乐、悲伤、惊讶和中性）。该数据集的特点在于提供了60位标注者的平均语义评级，增强了表情标注的可靠性，适用于人脸识别和情绪识别任务。