NODE-ImgNet: a PDE-informed effective and robust model for image denoising

1 code implementation • 18 May 2023 • Xinheng Xie, Yue Wu, Hao Ni, Cuiyu He

Inspired by the traditional partial differential equation (PDE) approach for image denoising, we propose a novel neural network architecture, referred as NODE-ImgNet, that combines neural ordinary differential equations (NODEs) with convolutional neural network (CNN) blocks.

Image Denoising