Search Results for author: Lingyan Ruan

Found 2 papers, 2 papers with code

Revisiting Image Deblurring with an Efficient ConvNet

1 code implementation4 Feb 2023 Lingyan Ruan, Mojtaba Bemana, Hans-Peter Seidel, Karol Myszkowski, Bin Chen

In this work, we propose a unified lightweight CNN network that features a large effective receptive field (ERF) and demonstrates comparable or even better performance than Transformers while bearing less computational costs.

Attribute Deblurring +2

Learning to Deblur using Light Field Generated and Real Defocus Images

1 code implementation CVPR 2022 Lingyan Ruan, Bin Chen, Jizhou Li, Miuling Lam

We first train the network on a light field-generated dataset for its highly accurate image correspondence.

 Ranked #1 on Image Defocus Deblurring on RealDOF (using extra training data)

Deblurring Image Defocus Deblurring +1

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