monai.transforms.smooth_field.array#

Transforms using a smooth spatial field generated by interpolating from smaller randomized fields.

Classes

RandSmoothDeform(spatial_size, rand_size[, ...])

Deform an image using a random smooth field and Pytorch's grid_sample.

RandSmoothFieldAdjustContrast(spatial_size, ...)

Randomly adjust the contrast of input images by calculating a randomized smooth field for each invocation.

RandSmoothFieldAdjustIntensity(spatial_size, ...)

Randomly adjust the intensity of input images by calculating a randomized smooth field for each invocation.

SmoothField(rand_size[, pad, pad_val, low, ...])

Generate a smooth field array by defining a smaller randomized field and then reinterpolating to the desired size.