Nakkwan Choi

Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator

This work presents the restoration of drawings of wooden built heritage. Hand-drawn drawings contain the most important original information but are often severely degraded over time. A novel restoration method based on the vector quantized variational autoencoders is presented. Latent space represe…