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Jianrui Cai

2 accepted papers

2019

Second-Order Attention Network for Single Image Super-Resolution

CVPR 2019oral

Recently, deep convolutional neural networks (CNNs) have been widely explored in single image super-resolution (SISR) and obtained remarkable performance. However, most of the existing CNN-based SISR methods mainly focus on wider or deeper architecture design, neglecting to explore the feature corre…

Cited by 2042PDFScholar
2019

Toward Real-World Single Image Super-Resolution: A New Benchmark and a New Model

ICCV 2019oral

Most of the existing learning-based single image super-resolution (SISR) methods are trained and evaluated on simulated datasets, where the low-resolution (LR) images are generated by applying a simple and uniform degradation (i.e., bicubic downsampling) to their high-resolution (HR) counterparts. H…

Cited by 633PDFScholar