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Graph-based centrality framework for effective multi-video summarization

delete2025-07-05
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PRE
AI
A
Aziz Qaroush
M
Mohammad Jubran
Q
Qutaiba Olayan
DOI:10.1016/j.ipm.2025.104276delete
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Abstract

Abstract

En 中文
• Unsupervised graph-based method for multi-video summarization. • I3D features extract spatial-temporal cues from video scenes. • Proposes WDC, V-Rank, and VL-Rank for redundancy-aware ranking. • Four-stage process: segmentation, graph, rank, and select. • Achieves top F1 scores on the Tour20 benchmark dataset.

Journal

I
Information Processing and Management
IF:
6.9
Papers:
5.2K
Citations:
1.4W

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Cited Papers

Cited Papers

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Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM
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Cross -modal guidance based auto -encoder for multi -video summarization
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errJi, Zhong; Zhao, Yuxiao; Pang, Yanwei; Li, Xuelong
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Graph convolutional network for fast video summarization in compressed domain
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errYeh, Chia-Hung; Lien, Chih-Ming; Zhan, Zhi-Xiang; Tsai, Feng-Hsu; Chen, Mei-Juan
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