短片中面部表情与使用者描述情景记忆时间线的关系

S. Hasegawa, Lopez Erik
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引用次数: 1

摘要

叙述或情节记忆是人类回忆故事的一种方式。叙事也与人类的情感和注意力有很强的联系。我们将面部表情和注意力的分析结合起来,找到一种方法来生成与每个人相匹配的情景记忆时间轴。我们通过面部变形和眼睛凝视来理解一个人的面部表情变化,并将其与叙事事件联系起来。为了验证我们的假设,我们做了一个实验,让几个受试者观看一段短视频,同时记录他们的身体反应;然后我们的软件根据这些反应生成情景记忆时间轴。我们发现,即使看同样的视频,每个受试者的情景记忆时间线也是独一无二的。我们还发现,身体反应和参与者的记忆回忆,与生成的情景记忆时间轴是一致的。
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Relation between facial expression and user described episodic memory timeline in short movies
Narrative or episodic memory is a way of how humans recall a story. Narrative has also a strong connection with human emotions and attention. We combine the analysis of facial expressions and attention to find a way to generate an episodic memory timeline which matches each individual person. We use face shape deformations and eye gaze to understand when a person has a change of facial expression and associate this with a narrative event. To evaluate our assumption, we performed an experiment where several subjects watch a short video while their physical reactions were recorded; then our software generates an episodic memory timeline based on those reactions. We found that, even with the same video, the episodic memory timeline for each subject was unique. We found as well, that physical reactions and participant's memory recalls, were consistent with the generated episodic memory timeline.
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