一种协同个性化情感视频检索系统

M. Soleymani, J. Davis, T. Pun
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引用次数: 24

摘要

在这个演示中,介绍了一个协作的个性化情感视频检索。从好莱坞电影中提取的155个视频片段的数据集被参与者的情感所注解。40名参与者的1300多条注释被收集到一个数据库中,用于情感检索系统。检索系统能够基于情感关键字查询以及唤醒和效价查询检索视频。利用用户的个人资料(性别、年龄、文化背景)来改进检索中的协同过滤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A collaborative personalized affective video retrieval system
In this demonstration, a collaborative personalized affective video retrieval is introduced. A dataset of 155 video clips extracted from Hollywood movies were annotated by the emotion felt by participants. More than 1300 annotations from 40 participants were gathered in a database to be used for affective retrieval system. The retrieval system is able to retrieve videos based on emotional keyword query as well as arousal and valence query. The user's personal profile (gender, age, cultural background) was employed to improve the collaborative filtering in retrieval.
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