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 …

Dense-captioning events in videos

R Krishna, K Hata, F Ren, L Fei-Fei… - Proceedings of the …, 2017 - openaccess.thecvf.com
Most natural videos contain numerous events. For example, in a video of a" man playing a
piano", the video might also contain" another man dancing" or" a crowd clap**". We …

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 …

Creating summaries from user videos

M Gygli, H Grabner, H Riemenschneider… - Computer Vision–ECCV …, 2014 - Springer
This paper proposes a novel approach and a new benchmark for video summarization.
Thereby we focus on user videos, which are raw videos containing a set of interesting …

Video summarization by learning submodular mixtures of objectives

M Gygli, H Grabner, L Van Gool - Proceedings of the IEEE …, 2015 - openaccess.thecvf.com
We present a novel method for summarizing raw, casually captured videos. The objective is
to create a short summary that still conveys the story. It should thus be both, interesting and …

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 …

Taking 'fun and games' seriously: Proposing the hedonic-motivation system adoption model (HMSAM)

PB Lowry, J Gaskin, N Twyman… - Journal of the …, 2012 - papers.ssrn.com
Abstract Hedonic-motivation systems (HMS)—systems used primarily to fulfill users' intrinsic
motivations—are the elephant in the room for IS research. Growth in HMS sales has …

Story-driven summarization for egocentric video

Z Lu, K Grauman - Proceedings of the IEEE conference on …, 2013 - openaccess.thecvf.com
We present a video summarization approach that discovers the story of an egocentric video.
Given a long input video, our method selects a short chain of video subshots depicting the …

Diverse sequential subset selection for supervised video summarization

B Gong, WL Chao, K Grauman… - Advances in neural …, 2014 - proceedings.neurips.cc
Video summarization is a challenging problem with great application potential. Whereas
prior approaches, largely unsupervised in nature, focus on sampling useful frames and …

Summary transfer: Exemplar-based subset selection for video summarization

K Zhang, WL Chao, F Sha… - Proceedings of the IEEE …, 2016 - openaccess.thecvf.com
Video summarization has unprecedented importance to help us digest, browse, and search
today's ever-growing video collections. We propose a novel subset selection technique that …