On Color Texture Generating Based on Simplified KIII Model

Sammanfattning

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

Nyckelord

artificial neural networks; olfactory model; color texture; RGB

Konferens

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

SLU författare

• Liljenström, Hans

  • Institutionen för energi och teknik, Sveriges lantbruksuniversitet
    
  • Agora for Biosystems

UKÄ forskningsämne

Datavetenskap (datalogi)

Publikationens identifierare

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

Permanent länk till denna sida (URI)

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