CONTENT SUMMARIZATION LEVERAGING SYSTEMS AND PROCESSES FOR KEY MOMENT IDENTIFICATION AND EXTRACTION

Abstract: a system or process may generate a summarization of multimedia content by determining one or more salient moments therefrom. multimedia content may be received and a plurality of frames and audio, visual, and metadata elements associated therewith are extracted from the multimedia content. a plurality of importance sub-scores may be generated for each frame of the multimedia content, each of the plurality of sub-scores being associated with a particular analytical modality. for each frame, the plurality of importance sub-scores associated therewith may be aggregated into an importance score. the frames may be ranked by importance and a plurality of top-ranked frames are identified and determined to satisfy an importance threshold. the plurality of top-ranked frames are sequentially arranged and merged into a plurality of moment candidates that are ranked for importance. a subset of top-ranked moment candidates are merged into a final summarization of the multimedia content.

Inventor(s): Piyush Saggi, Nitesh Chhajwani, Thomas Ploetz

CPC Classification: G06F16/45 (Clustering; Classification)

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