Reconstruct-image-from-sparsely-sampled-pixels-using-fully-convolutional-neural-network-FCN-with-v.Take image in which only small fraction of the pixels are known and reconstruct/upsample the full image using fully convolutional neural nets and valve filters (Tensorflow implementation).