An exploration of texture synthesis with neural networks
Vijay, Ashwin Kumar
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https://hdl.handle.net/2142/105699
Description
Title
An exploration of texture synthesis with neural networks
Author(s)
Vijay, Ashwin Kumar
Issue Date
2019-07-16
Director of Research (if dissertation) or Advisor (if thesis)
Hart, John C
Department of Study
Computer Science
Discipline
Computer Science
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
M.S.
Degree Level
Thesis
Keyword(s)
Graphics, Texture
Abstract
Textures are a integral part of Computer Graphics, and creating realistic textures is a challenging task. Recently, Neural Networks have made significant advances in the area, and have shown great promise in creating believable textures. Despite this, there exist some problems with their use in this field.Here, we explore those advances and the issues that arise in developing a pipeline for generating high quality textures.
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