DMAConv: Dual Mask-Adaptive Convolution for Remote Sensing Pansharpening 事件

DMAConv: Dual Mask-Adaptive Convolution for Remote Sensing Pansharpening arXiv:2512.08331v2 Announce Type: replace Abstract: Pansharpening aims to fuse a high-resolution panchromatic image with a low-resolution multispectral image. Existing deep learning methods, including recent adaptive convolutions, struggle with regional heterogeneity in remote sensing images and often incur prohibitive computational costs. To address these challenges, we propose Dual Mask-Adaptive Convolution (DMAConv), a