A Topological Data Analysis Approach to Video Summarization

Chuan Shen Hu, Mei Chen Yeh

研究成果: 書貢獻/報告類型會議論文篇章

1 引文 斯高帕斯(Scopus)

摘要

This paper explores the use of simplicial complex to construct a new structure-wise representation for videos. Complementary to the appearance-based representation, which usually involves feature extraction from video content, the proposed method captures the structural properties of a video and can be used for various video processing tasks. We demonstrate a case study of the proposed approach to automated video summarization, which relies only on the developed topological structures and requires no training phase. Experimental results show the potential of this approach to facilitate tasks involving the understanding and analysis of structural information inherent in videos.

原文英語
主出版物標題2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings
發行者IEEE Computer Society
頁面1815-1819
頁數5
ISBN(電子)9781538662496
DOIs
出版狀態已發佈 - 2019 九月
事件26th IEEE International Conference on Image Processing, ICIP 2019 - Taipei, 臺灣
持續時間: 2019 九月 222019 九月 25

出版系列

名字Proceedings - International Conference on Image Processing, ICIP
2019-September
ISSN(列印)1522-4880

會議

會議26th IEEE International Conference on Image Processing, ICIP 2019
國家臺灣
城市Taipei
期間2019/09/222019/09/25

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Signal Processing

指紋 深入研究「A Topological Data Analysis Approach to Video Summarization」主題。共同形成了獨特的指紋。

引用此