Dense-Captioning Events in Videos

ICCV, pp. 706-715, 2017.

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We introduced the task of dense-captioning events and identified two challenges: events can occur within a second or last up to minutes, and events in a video are related to one another. To tackle both these challenges, we proposed a model that combines a new variant of an existi...

Abstract:

Most natural videos contain numerous events. For example, in a video of a “man playing a piano”, the video might also contain “another man dancing” or “a crowd clapping”. We introduce the task of dense-captioning events, which involves both detecting and describing events in a video. We propose a new model that is able to identify all eve...More

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