Weighted window attention and recover feature resolution-based network for deformable abdominal image registration

Mingrui Ma, Tao Wang, Weijie Wang, Guixia Liu

Abstract: Highlights•RFRNet enhances the contribution of the first two Swin transformers by restoring the feature.•WWA mechanism for the Swin transformer automatically establishes the windows’ connections.•Experimental results and ablations, demonstrate the outperformance and effectiveness.