spyrit.core.recon.DCNet.reconstruct_expe

DCNet.reconstruct_expe(x)[source]

Reconstruction step of a reconstruction network

Same as reconstruct() reconstruct except that:

1. The preprocessing step estimates the image intensity. The estimated intensity is used for both normalizing the raw data and computing the variance of the normalized data.

2. The output images are “denormalized”, i.e., have units of photon counts

Args:

x: raw measurement vectors

Shape:

x: \((BC,2M)\)

output: \((BC,1,H,W)\)