Fig. 4: Convergence analysis. We compare the MSE test error using the CI- FAR10 dataset at the CR of 10. The results without measurement fusion can be regarded as the performance of an SR approach. The MSE loss of the SR approach cannot be effectively reduced after stage 1 because of the lack of new information.