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Lightweight image super-resolution reconstruction based on high frequency fusion attention
Image Processing | 更新时间：2026-03-02

    • Lightweight image super-resolution reconstruction based on high frequency fusion attention

    • “This paper introduces the research progress in the field of image super-resolution, and relevant experts propose a lightweight image super-resolution reconstruction network based on high-frequency fusion attention, which provides an effective solution to the problems of high computational cost, limited local high-frequency texture perception, and insufficient key information mining in existing algorithms.”
    • Chinese Journal of Liquid Crystals and Displays   Vol. 41, Issue 2, Pages: 280-293(2026)

    • DOI：10.37188/CJLCD.2025-0247    

      CLC： TP391.4
    • CSTR：32172.14.CJLCD.2025-0247    

    • Received：05 December 2025，

      Revised：2026-01-14，

      Published：05 February 2026

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  • ZHENG Longguang, ZHU Bo, LI Guoliang, et al. Lightweight image super-resolution reconstruction based on high frequency fusion attention[J]. Chinese Journal of Liquid Crystals and Displays, 2026, 41(2): 280-293. DOI： 10.37188/CJLCD.2025-0247. CSTR： 32172.14.CJLCD.2025-0247.

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