Audio-visual event localization with dual temporal-aware scene understanding and image-text knowledge bridging

Audio-visual event localization with dual temporal-aware scene understanding and image-text knowledge bridging

Abstract Audio-visual event localization (AVEL) task aims to judge and classify an audible and visible event. Existing methods devote to this goal by transferring pre-trained knowledge as well as understanding temporal dependencies and cross-modal correlations of the audio-visual scene. However, mos...

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Bibliographic Details
Main Authors: Pufen Zhang, Jiaxiang Wang, Meng Wan, Song Zhang, Jie Jing, Lianhong Ding, Peng Shi
Format: Article
Language:English
Published: Springer 2024-11-01
Series:Complex & Intelligent Systems
Subjects:
Audio-visual event localization
Multi-modal learning
Video scene understanding
Knowledge transfer
Online Access:https://doi.org/10.1007/s40747-024-01654-2
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https://doi.org/10.1007/s40747-024-01654-2

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