AI RESEARCH
S2WMamba: A Wavelet-Assisted Mamba-Based Dual-Branch Network For Pansharpening
arXiv CS.CV
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ArXi:2512.06330v3 Announce Type: replace Pansharpening fuses a high-resolution panchromatic (PAN) image with a low-resolution multispectral (LRMS) image to produce a high-resolution multispectral (HRMS) image. A key difficulty is that jointly processing PAN and MS features often entangles spatial detail enhancement with spectral fidelity. To address this feature entanglement, we propose S2WMamba, a framework that explicitly disentangles modality-specific frequency information for highly controlled crossmodal interaction.