Toward universal texture synthesis by combining texton broadcasting with noise injection in StyleGAN-2

We present a universal texture synthesis approach that incorporates a novel multiscale texton broadcasting module in the StyleGAN-2 framework. The texton broadcasting module introduces an inductive bias, enabling generation of a broader range of textures, from those with regular structures to comple...

Полное описание

Библиографические подробности
Главные авторы: Jue Lin, Gaurav Sharma, Thrasyvoulos N. Pappas
Формат: Статья
Язык:English
Опубликовано: Elsevier 2023-03-01
Серии:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Предметы:
Online-ссылка:http://www.sciencedirect.com/science/article/pii/S2772671122000638