A review on video summarization techniques

P Meena, H Kumar, SK Yadav - Engineering Applications of Artificial …, 2023 - Elsevier
The exponential growth of technology has resulted in a profusion of advanced imaging
devices and eases internet accessibility, leading to an increase in the creation and use of …

Video summarization using deep neural networks: A survey

E Apostolidis, E Adamantidou, AI Metsai… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Video summarization technologies aim to create a concise and complete synopsis by
selecting the most informative parts of the video content. Several approaches have been …

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 …

Query-focused extractive video summarization

A Sharghi, B Gong, M Shah - … Amsterdam, The Netherlands, October 11-14 …, 2016 - Springer
Video data is explosively growing. As a result of the “big video data”, intelligent algorithms
for automatic video summarization have (re-) emerged as a pressing need. We develop a …

Adaptive key frame extraction for video summarization using an aggregation mechanism

N Ejaz, TB Tariq, SW Baik - Journal of Visual Communication and Image …, 2012 - Elsevier
Video summarization is a method to reduce redundancy and generate succinct
representation of the video data. One of the mechanisms to generate video summaries is to …

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 …

Automated content-based filtering for enhanced vision-based documentation in construction toward exploiting big visual data from drones

Y Ham, M Kamari - Automation in Construction, 2019 - Elsevier
In recent years, emerging mobile devices and camera-equipped platforms have offered a
great convenience to visually capture and constantly document the as-is status of …

A key frame extraction method for processing greenhouse vegetables production monitoring video

J Ma, X Li, H Wen, Z Fu, L Zhang - Computers and electronics in agriculture, 2015 - Elsevier
Research reported in this paper aims to improve the identification of greenhouse vegetable
diseases based on the greenhouse monitoring video. It presents a method that combines …

Social media video summarization using multi-Visual features and Kohnen's Self Organizing Map

S Rani, M Kumar - Information Processing & Management, 2020 - Elsevier
Social networking tools such as Facebook, YouTube, Twitter, and Instagram, are becoming
major platforms for communication. YouTube as one of the primary video sharing platform …

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 …