Liljenström, Hans
- Department of Energy and Technology, Swedish University of Agricultural Sciences
- Agora for Biosystems
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
UKÄ Subject classification
Computer Science
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