But thus far, the image reconstruction ... direct process instead. However, existing deep learning methods for lens-less imaging, which utilize a convolutional neural network (CNN), cannot produce ...

Features in the interferometric images are ... quality holography reconstruction result. The technical process includes steps of data acquisition, data pre-processing, CNN model training, model ...

Current signal search pipelines look for signals in spectrograms of intensity as a function ... We find that a residual CNN with strided convolutions and using multiple image normalizations as input ...