Image upsampling using interpolation function in TensorFlow

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TensorFlow now provides a function for trilinear interpolation. However, how can we use it to upsample a 3D image ? For example, I have an image x of shape (W,H,D) and I would like to upsample it to (W*2,H*2,D*2).

Any help appreciated. Thanks.

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