1 code implementation • 4 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.
Ranked #2 on Image Defocus Deblurring on DPD
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)