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Multi-scale spatial sensing anomaly detection network guided by high frequency
Information Sciences | 更新时间：2026-01-29

    • Multi-scale spatial sensing anomaly detection network guided by high frequency

    • “The latest research breaks through the difficulty of industrial anomaly detection and proposes a detection network that integrates high-frequency residuals and multi-scale attention, significantly improving the accuracy of small defect detection and anomaly segmentation.”
    • Optics and Precision Engineering   Vol. 34, Issue 2, Pages: 296-308(2026)

    • DOI：10.37188/OPE.20263402.0296    

      CLC： TH39;TP391.4
    • CSTR：32169.14.OPE.20263402.0296    

    • Received：17 September 2025，

      Revised：2025-10-19，

      Published：25 January 2026

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  • ZHANG Chentao,ZOU Qinglin,LIU Yang,et al.Multi-scale spatial sensing anomaly detection network guided by high frequency[J].Optics and Precision Engineering,2026,34(02):296-308.

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