On Color Texture Generating Based on Simplified KIII Model

Authors:
Chen Jian-zhou;Zhang Jin;Fang Chen;Zhao Li-juan;Hans Liljenstrom
Affiliations:
-;-;-;-;-
Venue:
ICIS '09 Proceedings of the 2009 Eigth IEEE/ACIS International Conference on Computer and Information Science
Year:
2009

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Survey on simplified olfactory bionic model to generate texture images

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II

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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.