Fig. 7.

Schematic illustration of the earliest direct image reconstruction algorithm for SPECT by Floyd in 1991 [173]. The network realizes a data-driven FBP method in which the first hidden layer works as a trainable kernel in the projection data space, and the second hidden layer works as a backprojection. Note that the first hidden layer performed 1D filtering in the actual implementation using the common trainable weights at each angle