This paper introduces a novel top-down representation approach for deformable image registration, which estimates the deformation field by capturing various short-and long-range flow features at ...

Nevertheless, due to the information loss during propagation, some existing transformer-based classification methods struggle to form sufficient spectral-spatial information mixing. To mitigate these ...