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 …

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 …

On-line multi-view video summarization for wireless video sensor network

SH Ou, CH Lee, VS Somayazulu… - IEEE Journal of …, 2014 - ieeexplore.ieee.org
Battery lifetime is critical for wireless video sensors. To enable battery-powered wireless
video sensors, low-power design is required. In this paper, we consider applying multi-view …

Videoset: Video summary evaluation through text

S Yeung, A Fathi, L Fei-Fei - arXiv preprint arXiv:1406.5824, 2014 - arxiv.org
In this paper we present VideoSET, a method for Video Summary Evaluation through Text
that can evaluate how well a video summary is able to retain the semantic information …

Leveraging semantic saliency maps for query-specific video summarization

K Cizmeciler, E Erdem, A Erdem - Multimedia Tools and Applications, 2022 - Springer
The immense amount of videos being uploaded to video sharing platforms makes it
impossible for a person to watch all the videos understand what happens in them. Hence …

Semantic image collection summarization with frequent subgraph mining

A Pasini, F Giobergia, E Pastor, E Baralis - IEEE Access, 2022 - ieeexplore.ieee.org
Applications such as providing a preview of personal albums (eg, Google Photos) or
suggesting thematic collections based on user interests (eg, Pinterest) require a …

A framework towards domain specific video summarization

V Kaushal, S Subramanian… - 2019 IEEE winter …, 2019 - ieeexplore.ieee.org
In the light of exponentially increasing video content, video summarization has attracted a lot
of attention recently due to its ability to optimize time and storage. Characteristics of a good …

Learning crowdsourced user preferences for visual summarization of image collections

S Rudinac, M Larson, A Hanjalic - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In this paper we propose a novel approach to selecting images suitable for inclusion in the
visual summaries. The approach is grounded in insights about how people summarize …

MSKVS: Adaptive mean shift-based keyframe extraction for video summarization and a new objective verification approach

R Hannane, A Elboushaki, K Afdel - Journal of Visual Communication and …, 2018 - Elsevier
Video abstraction is an interesting topic that aims at briefly representing the entire video
stream by producing a short summary either statically or dynamically. In this paper, we …

Realistic video summarization through VISIOCITY: a new benchmark and evaluation framework

V Kaushal, S Kothawade, R Iyer… - … on AI for smart TV content …, 2020 - dl.acm.org
Automatic video summarization is still an unsolved problem due to several challenges. We
take steps towards making it more realistic by addressing the following challenges. Firstly …