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• W3111165824 abstract "We summarize full-length movies by creating shorter videos containing their most informative scenes. We explore the hypothesis that a summary can be created by assembling scenes which are turning points (TPs), i.e., key events in a movie that describe its storyline. We propose a model that identifies TP scenes by building a sparse movie graph that represents relations between scenes and is constructed using multimodal information. According to human judges, the summaries created by our approach are more informative and complete, and receive higher ratings, than the outputs of sequence-based models and general-purpose summarization algorithms. The induced graphs are interpretable, displaying different topology for different movie genres." @default.
• W3111165824 created "2020-12-21" @default.
• W3111165824 creator A5034329132 @default.
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• W3111165824 date "2020-12-14" @default.
• W3111165824 modified "2023-09-27" @default.
• W3111165824 title "Movie Summarization via Sparse Graph Construction" @default.
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• W3111165824 hasPublicationYear "2020" @default.
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