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SYSTEM AND METHOD FOR AUTOMATICALLY RECREATING PERSONAL MEDIA THROUGH FUSION OF MULTIMODAL FEATURES

机译:通过多模态特征融合自动恢复个人媒体的系统和方法

摘要

Provided are a system and method for automatically recreating personal media through fusion of multimodal features. The system includes a multimodal fusion analyzer configured to analyze semantics of personal media having various forms based on a plurality of modalities and divide the personal media into media fragments which are the smallest units having semantics, a semantic-based intelligent retriever configured to store and retrieve the divided media fragments by considering the semantics, a personal media recommender configured to learn and analyze a profile of a user through modeling the user, and select and recommend a plurality of media fragments wanted by the user among the media fragments retrieved by the semantic-based intelligent retriever, and a personal media creator configured to create new personal media using the plurality of media fragments recommended by the personal media recommender according to a scenario input by the user.
机译:提供了一种通过融合多模式特征来自动重新创建个人媒体的系统和方法。该系统包括:多模式融合分析器,被配置为基于多种模式来分析具有各种形式的个人媒体的语义,并将个人媒体划分为具有语义的最小单元的媒体片段;基于语义的智能检索器,其被配置为存储和检索。通过考虑语义将划分的媒体片段划分为个人媒体推荐器,该个人媒体推荐器配置为通过对用户进行建模来学习和分析用户的个人资料,并在通过语义检索的媒体片段中选择并推荐用户想要的多个媒体片段,基于个人的智能检索器,以及个人媒体创建器,该个人媒体创建器配置为根据用户输入的场景使用个人媒体推荐器推荐的多个媒体片段来创建新的个人媒体。

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