Skip to content

I am confused about the corruption_function #7

@zwmJohn

Description

@zwmJohn

In the paper, it introduce a corruption function that generates masks for non-acquired slices, enabling our method to in-paint the missing slices. For instance, on 1 × 1 × 4mm3 undersampled volumes, we create masks for three slices every four slices on the generated HR 1 × 1 × 1mm3 volumes.

but I cannot find it in code. I do found a downsample function though, but it downsamples all the planes.
`class ForwardDownsample(ForwardAbstract):
def init(self, factor):
self.factor = factor

# resolution of input x can be anything, but aspect ratio should be 1:1
def __call__(self, x):
    x_down = F.interpolate(
        x,
        scale_factor=1 / self.factor,
        mode="trilinear",
        recompute_scale_factor=True,
        align_corners=False,
    )  # BCHW
    return x_down`

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions