niftynet.engine.sampler_linear_interpolate_v2 module¶
Generating samples by linearly combining two input images.
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class
LinearInterpolateSampler
(reader, window_sizes, batch_size=10, n_interpolations=10, queue_length=10, name='linear_interpolation_sampler')[source]¶ Bases:
niftynet.engine.image_window_dataset.ImageWindowDataset
This class reads two feature vectors from files (often generated by running feature extractors on images in advance) and returns n linear combinations of the vectors. The coefficients are generated by:
np.linspace(0, 1, n_interpolations)