Movienet: A holistic dataset for movie understanding

Q Huang, Y Xiong, A Rao, J Wang, D Lin - Computer Vision–ECCV 2020 …, 2020 - Springer
Recent years have seen remarkable advances in visual understanding. However, how to
understand a story-based long video with artistic styles, eg movie, remains challenging. In …

Efficient movie scene detection using state-space transformers

MM Islam, M Hasan, KS Athrey… - Proceedings of the …, 2023 - openaccess.thecvf.com
The ability to distinguish between different movie scenes is critical for understanding the
storyline of a movie. However, accurately detecting movie scenes is often challenging as it …

A survey on visual content-based video indexing and retrieval

W Hu, N Xie, L Li, X Zeng… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Video indexing and retrieval have a wide spectrum of promising applications, motivating the
interest of researchers worldwide. This paper offers a tutorial and an overview of the …

A local-to-global approach to multi-modal movie scene segmentation

A Rao, L Xu, Y Xiong, G Xu, Q Huang… - Proceedings of the …, 2020 - openaccess.thecvf.com
Scene, as the crucial unit of storytelling in movies, contains complex activities of actors and
their interactions in a physical environment. Identifying the composition of scenes serves as …

Quasi real-time summarization for consumer videos

B Zhao, EP Xing - Proceedings of the IEEE conference on …, 2014 - openaccess.thecvf.com
With the widespread availability of video cameras, we are facing an ever-growing enormous
collection of unedited and unstructured video data. Due to lack of an automatic way to …

Towards scalable summarization of consumer videos via sparse dictionary selection

Y Cong, J Yuan, J Luo - IEEE Transactions on Multimedia, 2011 - ieeexplore.ieee.org
The rapid growth of consumer videos requires an effective and efficient content
summarization method to provide a user-friendly way to manage and browse the huge …

Video skimming: Taxonomy and comprehensive survey

D Sen, B Raman - arXiv preprint arXiv:1909.12948, 2019 - arxiv.org
Video skimming, also known as dynamic video summarization, generates a temporally
abridged version of a given video. Skimming can be achieved by identifying significant …

Towards global video scene segmentation with context-aware transformer

Y Yang, Y Huang, W Guo, B Xu, D Xia - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Videos such as movies or TV episodes usually need to divide the long storyline into
cohesive units, ie, scenes, to facilitate the understanding of video semantics. The key …

Temporal video segmentation to scenes using high-level audiovisual features

P Sidiropoulos, V Mezaris… - … on Circuits and …, 2011 - ieeexplore.ieee.org
In this paper, a novel approach to video temporal decomposition into semantic units, termed
scenes, is presented. In contrast to previous temporal segmentation approaches that employ …

Scene detection in videos using shot clustering and sequence alignment

VT Chasanis, AC Likas… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
Video indexing requires the efficient segmentation of video into scenes. The video is first
segmented into shots and a set of key-frames is extracted for each shot. Typical scene …