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C-SRCNN

Context Aware Medical Image Super-Resolution Using Convolutional Neural Networks

Pratham Soni and Matthew Dong

Overview

An overview can be found in the abstract or alternatively here.

Technical Details

Technical details can be found in the paper.

Data

A selection of data can be found in the data book

Implementation

Take care to set the correct hyperparameters and training/testing/tensorboard directories in main.py

Training: Use command python main.py.

Testing: Use command python main.py --is_train false.

Missing checkpoint directories will be automatically created with appropriate sub folders based on hyper parameters.