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Illustration of Full-Resolution Residual Stream Network (F3RNet). (a) shows the overview of our F3RNet; (b) shows the residual block (RB); (c) shows the multi-resolution residual block (MRB). The network learns parameters for a dense deformation field ϕ that aligns the moving image Im to the fixed image If. N denotes the minimum volume is (1/2N) the size of the input images.
