Analysis of texture images generated by olfactory system bionic model

Abstract

Based on olfactory neural system and KIII model proposed by Walter J. Freeman, a simplified olfactory system model was constructed to generated texture images. The output of different nodes (mitral cells, M) in the model can generate texture images. But the difference among these texture images is not analyzed. In this paper, the features of generated texture images are extracted based on gray level co-occurrence matrices (GLCM). According to different features, the texture images are compared. Experimental results show that the texture images generated by different M nodes have different characteristics and these texture images are different. © 2010 Springer-Verlag Berlin Heidelberg.