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Technical Report for Soccernet 2023 -- Dense Video Captioning

2024-10-31 · Zheng Ruan, Ruixuan Liu, Shimin Chen, Mengying Zhou, Xinquan Yang, Wei Li, Chen Chen, Wei Shen

In the task of dense video captioning of Soccernet dataset, we propose to generate a video caption of each soccer action and locate the timestamp of the caption. Firstly, we apply Blip as our video caption framework to generate video captions. Then we locate the timestamp by using (1) multi-size sliding windows (2) temporal proposal generation and (3) proposal classification.

📄 PDF Abstract BibTeX arXiv:2411.00882

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Dense Video CaptioningVideo Captioning

Methods 이 논문이 사용한 방법론

BLIP Vision-Language Pre-training (VLP) has advanced the performance for many vision-language tasks. However, most existing pre-trained models only excel in either understanding-based…

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