跳到主要导航 跳到搜索 跳到主要内容

A Smooth Video Summarization Method Based on Frame-Filling

  • Xiaoyu Teng
  • , Xiaolin Gui
  • , Huijun Dai
  • , Tianjiao Du
  • , Zhenxing Wang
  • , Hui Li
  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

Given the existing video summarization algorithms have too much redundancy in video semantics, and destroy the maximum continuity between video frames, a smooth video summarization generation method is designed in this paper. This method is based on the video keyframe selection, which is mainly divided into three parts. In the first part, this method completes the de-redundancy operation based on the similarity calculated by the essential characteristics of the video frame. The second part completes the shot segmentation processing using the capsule network. The third part can be divided into two sub-parts, key frames selection and filling. The former of this part is selects key-frames based on video semantic, and the latter is smooths summarization based on frame-filling. Experimental results show that the video summarization algorithms designed in this paper can outperform several existing algorithms and achieve excellent results in terms of video content integrity, semantic accuracy and so on.

源语言英语
主期刊名2020 IEEE 20th International Conference on Communication Technology, ICCT 2020
出版商Institute of Electrical and Electronics Engineers Inc.
1418-1422
页数5
ISBN(电子版)9781728181417
DOI
出版状态已出版 - 28 10月 2020
活动20th IEEE International Conference on Communication Technology, ICCT 2020 - Nanning, 中国
期限: 28 10月 202031 10月 2020

出版系列

姓名International Conference on Communication Technology Proceedings, ICCT
2020-October

会议

会议20th IEEE International Conference on Communication Technology, ICCT 2020
国家/地区中国
Nanning
时期28/10/2031/10/20

学术指纹

探究 'A Smooth Video Summarization Method Based on Frame-Filling' 的科研主题。它们共同构成独一无二的指纹。

引用此