Web: http://arxiv.org/abs/2106.14248

May 12, 2022, 1:10 a.m. | Chun-Mei Feng, Yunlu Yan, Geng Chen, Yong Xu, Ling Shao, Huazhu Fu

cs.CV updates on arXiv.org arxiv.org

Accelerated multi-modal magnetic resonance (MR) imaging is a new and
effective solution for fast MR imaging, providing superior performance in
restoring the target modality from its undersampled counterpart with guidance
from an auxiliary modality. However, existing works simply combine the
auxiliary modality as prior information, lacking in-depth investigations on the
potential mechanisms for fusing different modalities. Further, they usually
rely on the convolutional neural networks (CNNs), which is limited by the
intrinsic locality in capturing the long-distance dependency. To this …

arxiv imaging transformer

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