On Color Texture Generating Based on Simplified KIII Model

Abstract

KIII model is an olfactory neural networks bionic model proposed by Walter J. Freeman. Its architecture simulates that of olfactory neural system, which is different from other artificial neural networks. Through simplifying KIII model, a color texture generating algorithm is proposed combining with RGB. In RGB space, the tricolor of each pixel (red, green and blue) is used as the model input and the model output is composed as the tricolor of corresponding pixel in generated texture image. Experimental results show that simplified KIII model can generate beautiful color texture images

Keywords

artificial neural networks; olfactory model; color texture; RGB

Conference

IEEE/ACIS International Conference on Computer and Information Science (icis 2009)

SLU Authors

• Liljenström, Hans

  • Department of Energy and Technology, Swedish University of Agricultural Sciences
    
  • Agora for Biosystems

Publication identifier

• DOI: https://doi.org/10.1109/ICIS.2009.179
• ISBN: 978-0-7695-3641-5

Permanent link to this page (URI)

https://res.slu.se/id/publ/28596