StructureAwareDCNN

Pytorch Implementation of Inverse halftoning through structure-aware deep convolutional neural networks https://arxiv.org/abs/1905.00637

Dataset Format

• image_gray: place halftone gray image
• gt_gray: place related continous gray image
• image_pair.txt: pre row include halftone image name and continous image name, the delimiter is a space.

USE

• pretrain ISR net: python main_IRS.py
• train: python main_RS.py
• demo(generate continous image): python demo_RS.py