Controllable Generation of Complex Graphic Layouts

Kotaro KIKUCHI

Doctoral Thesis, 21 Jan, 2022

We propose two methods for controllable generation of complex graphic layouts. The first method uses a pre-trained deep generative model to generate layouts that satisfy given constraints. The second method represents visual containment as a tree structure and generates web page layouts. Finally, we summarize design guidelines for controllable generation methods and discuss future directions.

Controllable Generation of Complex Graphic Layouts