SEMAINE 情绪识别视频数据集

该数据集是一个捕捉用户与操作人员之间的视听互动的视频数据集。操作人员扮演带有四个人格的角色，人格分别为 Poppy（快乐），Obadiah（阴郁），Spike（愤怒）和 Prudence（审慎）。视频以 25 fps（352 x 288 像素）的速率记录，视频片段被标注为几个状态，如一致、感兴趣、确定、专注和深思熟虑，并在 [-1,1] 范围内连续评分，其中 -1 表示最低评价即完全不专注，+1 表示最高评价即最专注。This video dataset captures audiovisual interactions between users and human operators. The operators portray a single character with four distinct personalities: Poppy ("cheerful"), Obadiah ("morose"), Spike ("angry"), and Prudence ("discreet"). All videos are recorded at 25 fps with a resolution of 352 × 288 pixels. Video clips are annotated with several behavioral states including aligned, interested, confident, focused, and thoughtful, and are scored continuously within the range [-1, 1]. Specifically, -1 denotes the lowest rating, indicating completely unfocused, while +1 represents the highest rating, meaning maximally focused.

搜集汇总

背景与挑战

背景概述

SEMAINE 情绪识别视频数据集是一个捕捉用户与操作人员之间视听互动的视频数据集，包含四个不同人格角色的互动视频，视频以25 fps的速率记录，并标注了多个情绪状态和连续评分。数据集共包含95个字符交互和190个视频片段，适用于情绪识别研究。