Lightweight Image Super-Resolution by Multi-Scale Aggregation

Jin Wan,Hui Yin,Zhihao Liu,Aixin Chong,Yanting Liu

IEEE Transactions on Broadcasting（2021）

引用 25|浏览3

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摘要

Ultra-high-definition display technology is widely used in broadcasting, but there is a huge contradiction between its ultra-high-resolution content and short storage. Super-Resolution (SR) can effectively alleviate this contradiction. Recently, State-of-the-art image SR approaches leveraging Deep Convolutional Neural Networks (DCNNs) have demonstrated high-quality reconstruction performance. Howe...

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关键词

Feature extraction,Image reconstruction,Convolution,Convolutional neural networks,Fuses,Broadcasting

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