A comprehensive survey and mathematical insights towards video summarization

P Narwal, N Duhan, KK Bhatia - Journal of Visual Communication and …, 2022 - Elsevier
Video Summarization is a technique to reduce the original raw video into a short video
summary. Video summarization automates the task of acquiring key frames/segments from …

Video summarization via knowledge-aware multimodal deep networks

J **e, X Chen, S Zhao, SP Lu - Knowledge-Based Systems, 2024 - Elsevier
Video summarization has unprecedented importance in facilitating the rapid browsing,
retrieval, and comprehension of large numbers of videos. Benefiting from possessing rich …

Personalized key frame recommendation

X Chen, Y Zhang, Q Ai, H Xu, J Yan, Z Qin - Proceedings of the 40th …, 2017 - dl.acm.org
Key frames are playing a very important role for many video applications, such as on-line
movie preview and video information retrieval. Although a number of key frame selection …

Context-aware surveillance video summarization

S Zhang, Y Zhu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
We present a method that is able to find the most informative video portions, leading to a
summarization of video sequences. In contrast to the existing works, our method is able to …

Multi-view video summarization using bipartite matching constrained optimum-path forest clustering

SK Kuanar, KB Ranga… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The task of multi-view video summarization is to efficiently represent the most significant
information from a set of videos captured for a certain period of time by multiple cameras …

+ TV4E: Interactive Television as a support to push information about social services to the elderly

T Silva, J Abreu, M Antunes, P Almeida, V Silva… - Procedia Computer …, 2016 - Elsevier
Ageing is a global phenomenon that in the last decades has led to a significant inversion of
the ageing pyramid in the developed societies. This fact has been introducing deep changes …

Object detection based approach for an efficient video summarization with system statistics over cloud

A Negi, K Kumar, P Saini… - 2022 IEEE 9th Uttar …, 2022 - ieeexplore.ieee.org
The tremendous volume of video data generated by industrial surveillance networks
presents a number of difficulties when examining such videos for a variety of purposes …

[PDF][PDF] Trailer Generation via a Point Process-Based Visual Attractiveness Model.

H Xu, Y Zhen, H Zha - IJCAI, 2015 - ijcai.org
Producing attractive trailers for videos needs human expertise and creativity, and hence is
challenging and costly. Different from video summarization that focuses on capturing …

Active video summarization: Customized summaries via on-line interaction with the user

AG del Molino, X Boix, JH Lim, AH Tan - Proceedings of the AAAI …, 2017 - ojs.aaai.org
To facilitate the browsing of long videos, automatic video summarization provides an excerpt
that represents its content. In the case of egocentric and consumer videos, due to their …

Heterogeneity image patch index and its application to consumer video summarization

CT Dang, H Radha - IEEE Transactions on Image Processing, 2014 - ieeexplore.ieee.org
Automatic video summarization is indispensable for fast browsing and efficient management
of large video libraries. In this paper, we introduce an image feature that we refer to as …