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 …

Unsupervised video summarization with adversarial lstm networks

B Mahasseni, M Lam… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
This paper addresses the problem of unsupervised video summarization, formulated as
selecting a sparse subset of video frames that optimally represent the input video. Our key …

Saliency in VR: How do people explore virtual environments?

V Sitzmann, A Serrano, A Pavel… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Understanding how people explore immersive virtual environments is crucial for many
applications, such as designing virtual reality (VR) content, developing new compression …

Discovering important people and objects for egocentric video summarization

YJ Lee, J Ghosh, K Grauman - 2012 IEEE conference on …, 2012 - ieeexplore.ieee.org
We present a video summarization approach for egocentric or “wearable” camera data.
Given hours of video, the proposed method produces a compact storyboard summary of the …

[PDF][PDF] Video summarization techniques: a review

HBU Haq, M Asif, MB Ahmad - Int. J. Sci. Technol. Res, 2020 - researchgate.net
With the advancement of technology, the enormous amount of video data is generated on
the daily basis. The processing of such huge chunky videos requires high storage, high …

Summarizing visual data using bidirectional similarity

D Simakov, Y Caspi, E Shechtman… - 2008 IEEE conference …, 2008 - ieeexplore.ieee.org
We propose a principled approach to summarization of visual data (images or video) based
on optimization of a well-defined similarity measure. The problem we consider is re-targeting …

Multi-task deep visual-semantic embedding for video thumbnail selection

W Liu, T Mei, Y Zhang, C Che, J Luo - Proceedings of the IEEE …, 2015 - cv-foundation.org
Given the tremendous growth of online videos, video thumbnail, as the common
visualization form of video content, is becoming increasingly important to influence user's …

Large-scale video summarization using web-image priors

A Khosla, R Hamid, CJ Lin… - Proceedings of the …, 2013 - openaccess.thecvf.com
Given the enormous growth in user-generated videos, it is becoming increasingly important
to be able to navigate them efficiently. As these videos are generally of poor quality …

Deep 360 pilot: Learning a deep agent for piloting through 360 sports videos

HN Hu, YC Lin, MY Liu, HT Cheng… - … IEEE Conference on …, 2017 - ieeexplore.ieee.org
Watching a 360° sports video requires a viewer to continuously select a viewing angle,
either through a sequence of mouse clicks or head movements. To relieve the viewer from …

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 …