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Deep Learning for Video Summarization:Systematic Review,Challenges and Opportunities

Qinghao Yu Zidong Wang Guoliang Wei Hui Yu

自动化学报（英文版）2026，Vol.13Issue(1)：21-42,22.

自动化学报（英文版）2026，Vol.13Issue(1)：21-42,22.DOI:10.1109/JAS.2025.125864

Deep Learning for Video Summarization:Systematic Review,Challenges and Opportunities

Qinghao Yu ¹Zidong Wang ²Guoliang Wei ³Hui Yu⁴

作者信息

1. School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China
2. Department of Computer Science,Brunel University of London,Uxbridge UB8 3PH,UK
3. Business School,University of Shanghai for Science and Technology,Shanghai 200093,China
4. School of Psychology and Neuroscience,University of Glasgow,Glasgow G12 8QQ,UK
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摘要

关键词

Benchmark datasets/deep learning/evaluation pro-tocols/video abstraction/video summarization/video synopsis.

Key words

Benchmark datasets/deep learning/evaluation pro-tocols/video abstraction/video summarization/video synopsis.

引用本文复制引用

Qinghao Yu,Zidong Wang,Guoliang Wei,Hui Yu..Deep Learning for Video Summarization:Systematic Review,Challenges and Opportunities[J].自动化学报（英文版）,2026,13(1):21-42,22.

基金项目

This work was supported by UKRI(EP/Z000025/1)and Horizon Europe Programme under the MSCA grant for the ACMod project(101130271). （EP/Z000025/1）

自动化学报（英文版）

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