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DFFormer: Capturing Dynamic Frequency Features to Locate Image Manipulation Through Adaptive Frequency Transformer and Prototype Learning

Yan Xiang, Kaiqi Zhao 0004, Zhenghong Yu, Xiaochen Yuan, Guoheng Huang, Jinyu Tian 0001, Jianqing Li 0001. DFFormer: Capturing Dynamic Frequency Features to Locate Image Manipulation Through Adaptive Frequency Transformer and Prototype Learning. IEEE Trans. Circuits Syst. Video Techn., 36(2):1907-1919, February 2026. [doi]

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