Papers Video Chaptering
“Video Chaptering” 태그가 달린 논문 3편 · 필터 해제
ARC-Chapter: Structuring Hour-Long Videos into Navigable Chapters and Hierarchical Summaries
2025-11-18
· Junfu Pu, Teng Wang, Yixiao Ge, Yuying Ge 외
arxiv
The proliferation of hour-long videos (e.g., lectures, podcasts, documentaries) has intensified demand for efficient content structuring. However, existing approaches are constrained by small-scale training with annotati…
Dense Video CaptioningSemantic SimilarityVideo ChapteringChapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs
2025-03-31 · CVPR 2025 1
· Lucas Ventura, Antoine Yang, Cordelia Schmid, Gül Varol
We address the task of video chaptering, i.e., partitioning a long video timeline into semantic units and generating corresponding chapter titles. While relatively underexplored, automatic chaptering has the potential to…
Large Language ModelVideo ChapteringVidChapters-7M: Video Chapters at Scale
2023-09-25 · NeurIPS 2023 11
· Antoine Yang, Arsha Nagrani, Ivan Laptev, Josef Sivic 외
Segmenting long videos into chapters enables users to quickly navigate to the information of their interest. This important topic has been understudied due to the lack of publicly released datasets. To address this issue…
Dense Video CaptioningNavigateVideo CaptioningVideo Chaptering
1–3 / 3