Video summarisation: A conceptual framework and survey of the state of the art

AG Money, H Agius - Journal of visual communication and image …, 2008 - Elsevier
Video summaries provide condensed and succinct representations of the content of a video
stream through a combination of still images, video segments, graphical representations and …

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 with attention-based encoder–decoder networks

Z Ji, K Xiong, Y Pang, X Li - … on Circuits and Systems for Video …, 2019 - ieeexplore.ieee.org
This paper addresses the problem of supervised video summarization by formulating it as a
sequence-to-sequence learning problem, where the input is a sequence of original video …

VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method

SEF De Avila, APB Lopes, A da Luz Jr… - Pattern recognition …, 2011 - Elsevier
The fast evolution of digital video has brought many new multimedia applications and, as a
consequence, has increased the amount of research into new technologies that aim at …

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 …

Video summarization via block sparse dictionary selection

M Ma, S Mei, S Wan, J Hou, Z Wang, DD Feng - Neurocomputing, 2020 - Elsevier
The explosive growth of video data has raised new challenges for many video processing
tasks such as video browsing and retrieval, hence, effective and efficient video …

Fast video shot boundary detection based on SVD and pattern matching

ZM Lu, Y Shi - IEEE Transactions on Image processing, 2013 - ieeexplore.ieee.org
Video shot boundary detection (SBD) is the first and essential step for content-based video
management and structural analysis. Great efforts have been paid to develop SBD …

Deep unsupervised key frame extraction for efficient video classification

H Tang, L Ding, S Wu, B Ren, N Sebe… - ACM Transactions on …, 2023 - dl.acm.org
Video processing and analysis have become an urgent task, as a huge amount of videos
(eg, YouTube, Hulu) are uploaded online every day. The extraction of representative key …

Attentive and adversarial learning for video summarization

TJ Fu, SH Tai, HT Chen - 2019 IEEE Winter Conference on …, 2019 - ieeexplore.ieee.org
This paper aims to address the video summarization problem via attention-aware and
adversarial training. We formulate the problem as a sequence-to-sequence task, where the …

Ridiculously fast shot boundary detection with fully convolutional neural networks

M Gygli - 2018 International conference on content-based …, 2018 - ieeexplore.ieee.org
Shot boundary detection (SBD) is an important component of many video analysis tasks,
such as action recognition'video indexing, summarization and editing. Previous work …