iorism / CNN

Deep Residual Learning for Image Restoration(SISR/Denoising) : Persistent Homology-Guided Manifold Simplification

Paper

Beyond Deep Residual Learning for Image Restoration : Persistent Homology-Guided Manifold Simplification

• Accepted at CVPRW 2017.
• Arxiv : [https://arxiv.org/abs/1611.06345]
• Field for 'Super resolution & Gaussian Denoising'

Implementation

• Matconvnet (matconvnet-1.0-beta20)

Learned network

• We plan to upload 'learned network for NTIRE competition (CVPRW 2017)' to other places due to capacity.
• Learned networks for 'Denosing and SISR' has been uploaded.