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We address the issue of categorizing scenes from feature films into semantic classifications based on the audio-visual cues. Specifically, we first exploit the grammar of film production to specify the semantic content of scenes. Then, each scene is classified into one of the following categories: conversation, action and suspense. Finally, to achieve more specific scene and consist with human perception,...
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