Dec 1, 2023 · Further, we propose a method that augments visual information from videos with context retrieved from external world knowledge to generate ...
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However, in the case of news videos, the setting is more demanding, requiring the inclusion of such named entities for meaningful summarization. Therefore, we ...
Nov 11, 2024 · This paper presents a novel approach to video captioning that focuses on generating entity-aware captions for news videos. The researchers ...
Therefore, we introduce the task of directly summarizing news videos into captions that are entities-aware. To facilitate research in this area, we have ...
Dec 16, 2024 · A simple yet effective knowledge guided method for entity-aware video captioning on a basketball benchmark · Proposed benchmark · Experiments.
Nov 12, 2024 · Summarizing news videos directly to entity-aware captions is a challenging task. It requires not just recognition of named entities from people, ...
Video Summarization aims to generate a short synopsis that summarizes the video content by selecting its most informative and important parts.
Existing popular video captioning benchmarks and models deal with generic captions devoid of specific person, place or organization named entities.
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The use of dense video captions as a supervision signal to train video summarization models and a CLIP (a strong vision-language model) Prior mechanism to ...
Oct 16, 2024 · Video Summarization: Towards Entity-Aware Captions Hammad A. Ayyubi ... As such, we propose the task of summarizing news video directly to entity- ...