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...

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Bibliographic Details
Main Authors: Jue Lin, Gaurav Sharma, Thrasyvoulos N. Pappas
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772671122000638