Shaun Schreiber

Shaun Schreiber
Stellenbosch University | SUN · Division of Computer Science

BSc Computer Scrience

About

1
Publication
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Citations
Introduction
Skills and Expertise
Pattern Recognition

Publications

Publication (1)
Fig. 1. This image depicts the basic structure of a CNN [5]. 
Fig. 2. Generated textures 
Fig. 4. Generated textures
Texture synthesis using convolutional neural networks with long-range consistency and spectral constraints
Conference Paper
Full-text available
  • Nov 2016
Procedural texture generation enables the creation of more rich and detailed virtual environments without the help of an artist. However, finding a flexible generative model of real world textures remains an open problem. We present a novel Convolutional Neural Network based texture model consisting of two summary statistics (the Gramian and Transl...