On Color Texture Generating Based on Simplified KIII Model

Author

Jian-Zhou, Chen ; Jin, Zhang ; Chen, Fang ; Li-juan, Zhao ; Liljenström, Hans

Author_Institution

Sch. of Software, Hunan Univ., Changsha, China

fYear

2009

fDate

1-3 June 2009

Firstpage

93

Lastpage

96

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

image colour analysis; image texture; neural nets; RGB space; artificial neural network; generated color texture image; olfactory neural networks bionic model; simplified KIII model; Artificial neural networks; Biological system modeling; Brain modeling; Image generation; Neural networks; Neurons; Olfactory; Pattern recognition; Pixel; Support vector machines; RGB; artificial neural networks; color texture; olfactory model;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer and Information Science, 2009. ICIS 2009. Eighth IEEE/ACIS International Conference on

Conference_Location

Shanghai

Print_ISBN

978-0-7695-3641-5

Type

conf

DOI

10.1109/ICIS.2009.179

Filename

5223115