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Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network

Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network

We propose a highly efficient and faster Single Image Super-Resolution (SISR) model with Deep Convolutional neural networks (Deep CNN). Deep CNN have recently shown that they have a significant reconstruction performance on single-image super-resolution. Current trend is using deeper CNN layers to improve performance. However, deep models demand larger computation …