Classification and object detection

Find out more: Detection of Pictorial Map Objects with Convolutional Neural Networks.

Instance segmentation and semantic segmentation

Find out more: Instance Segmentation, Body Part Parsing, and Pose Estimation of Human Figures in Pictorial Maps.

Single-view 3D reconstruction and texture resynthesis

Find out more: Inferring Implicit 3D Representations from Human Figures on Pictorial Maps.

Diffusion models

Find out more: Stable Diffusion in Cartography – Opportunities and Challenges.