Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

Lai, Wei‐Sheng; Huang, Jia‐Bin; Ahuja, Narendra; Yang, Ming–Hsuan

doi:10.1109/cvpr.2017.618

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Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

Published • Jul 1, 2017

Authors:

Wei‐Sheng Lai

Jia‐Bin Huang

Narendra Ahuja

Abstract

Convolutional neural networks have recently demonstrated high-quality reconstruction for single-image super-resolution. In this paper, we propose the Laplacian Pyramid Super-Resolution Network (LapSRN) to progressively reconstruct the sub-band residuals of high-resolution images. At each pyramid lev...

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Subject

Upsampling

Computer science

Bicubic interpolation

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