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

Woong Bae, Jaejun Yoo, Jong Chul Ye

The latest deep learning approaches perform better than the state-of-the-art signal processing approaches in various image restoration tasks. However, if an image contains many pat…