Image denoising using complex-valued deep CNN

作者：

Highlights：

• New CNN design with complex-valued operations.

• Practical complex-valued CNN for image denoising.

• Proposed CNN is effective for handling unseen noises.

• State-of-the-art results are achieved.

摘要

•New CNN design with complex-valued operations.•Practical complex-valued CNN for image denoising.•Proposed CNN is effective for handling unseen noises.•State-of-the-art results are achieved.

论文关键词：Complex-valued operations,Convolutional neural network,Image denoising,Deep learning

论文评审过程：Received 13 February 2020, Revised 3 August 2020, Accepted 6 September 2020, Available online 16 September 2020, Version of Record 9 October 2020.

论文官网地址：https://doi.org/10.1016/j.patcog.2020.107639