Facilitating the Production of Well-Tailored Video Summaries for Sharing on Social Media

E Apostolidis, K Apostolidis, V Mezaris - International Conference on …, 2024 - Springer
This paper presents a web-based tool that facilitates the production of tailored summaries for
online sharing on social media. Through an interactive user interface, it supports a “one …

[HTML][HTML] GAT-Based Bi-CARU with Adaptive Feature-Based Transformation for Video Summarisation

KH Chan, SK Im - Technologies, 2024 - mdpi.com
Nowadays, video is a common social media in our lives. Video summarisation has become
an interesting task for information extraction, where the challenge of high redundancy of key …

Explainable Video Summarization for Advancing Media Content Production

E Apostolidis, G Balaouras, I Patras… - … of Information Science …, 2025 - igi-global.com
This chapter focuses on explainable video summarization, a technology that could
significantly advance the content production workflow of Media organizations. It starts by …

A Human-Annotated Video Dataset for Training and Evaluation of 360-Degree Video Summarization Methods

I Kontostathis, E Apostolidis, V Mezaris - Proceedings of the 2024 ACM …, 2024 - dl.acm.org
In this paper we introduce a new dataset for 360-degree video summarization: the
transformation of 360-degree video content to concise 2D-video summaries that can be …

[PDF][PDF] Adaptive Graph Convolutional Adjacency Matrix Network for Video Summarization.

J Zhang, G Wu, S Song - Computers, Materials & Continua, 2024 - cdn.techscience.cn
Video summarization aims to select key frames or key shots to create summaries for fast
retrieval, compression, and efficient browsing of videos. Graph neural networks efficiently …

Efficient Unsupervised Video Object Segmentation Network Based on Motion Guidance

C Hu, L Zhu - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
Due to the problem of performance constraints of unsupervised video object detection, its
large-scale appli-cation is limited. In response to this pain point, we propose another …

Video Summarization Using Unsupervised Deep Learning

E Apostolidis - 2023 - qmro.qmul.ac.uk
In this thesis, we address the task of video summarization using unsupervised deep-learning
architectures. Video summarization aims to generate a short summary by selecting the most …

A Cycle Architecture Based on Policy Gradient for Unsupervised Video Summarization

Y An, S Zhao, G Zhang - … of the 15th International Conference on Digital …, 2023 - dl.acm.org
This paper proposes a cycle architecture based on policy gradients for unsupervised video
summarization. Specifically, the Modified DSNet and DSN-attention net constitute a cycle …

An audiovisual approach for video summarization using psychoacoustic features

ERA Junior - 2023 - repositorio.ufmg.br
A sumarização de vídeo se refere à criação de uma versão resumida de um vídeo mais
longo, destacando as partes mais informativas ou engajantes. Esta técnica é útil na área da …