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Qiu-Xia Yang

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Book Open access Nov 2026

SDFMod: Semantics-guided Dynamic Frequency Modulation for Multi-modality Image Fusion

Multi-modality image fusion (MMIF) seeks to generate images that are suitable for human viewing while also supporting downstream visual understanding. Existing approaches usually learn fusion and segmentation together, either through cascaded task supervision or by exchanging intermediate features. In most cases, howev...

Cheng-Chao Wang, Xue Wang, Hao-Yu Xiong et al. · 0 citations

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