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Video summarization model based on multi-scale temporal modeling and dynamic spatial feature fusion
Image Processing | 更新时间：2025-12-12

    • Video summarization model based on multi-scale temporal modeling and dynamic spatial feature fusion

    • “In the field of video summarization, researchers have proposed a new model that effectively improves the accuracy and effectiveness of video summarization through multi-scale time shift and deformable local attention mechanism.”
    • Chinese Journal of Liquid Crystals and Displays   Vol. 40, Issue 11, Pages: 1729-1743(2025)

    • DOI：10.37188/CJLCD.2025-0189    

      CLC： TP391
    • CSTR：32172.14.CJLCD.2025-0189    

    • Received：14 September 2025，

      Revised：2025-10-20，

      Published：05 November 2025

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  • LI Zehui, ZHANG Lin, SHAN Xianying, et al. Video summarization model based on multi-scale temporal modeling and dynamic spatial feature fusion[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(11): 1729-1743. DOI： 10.37188/CJLCD.2025-0189. CSTR： 32172.14.CJLCD.2025-0189.

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