A Video Summarization Model Based on Deep Reinforcement Learning with Long-Term Dependency

A Video Summarization Model Based on Deep Reinforcement Learning with Long-Term Dependency

Deep summarization models have succeeded in the video summarization field based on the development of gated recursive unit (GRU) and long and short-term memory (LSTM) technology. However, for some long videos, GRU and LSTM cannot effectively capture long-term dependencies. This paper proposes a deep...

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Bibliographic Details
Main Authors: Xu Wang, Yujie Li, Haoyu Wang, Longzhao Huang, Shuxue Ding
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
video summarization
reinforcement learning
unsupervised learning
long-term dependency
auxiliary summarization loss
Online Access:https://www.mdpi.com/1424-8220/22/19/7689

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