Abstract: This paper introducd a method of advanced dynamically coupled neural oscillator network based on color image segmentation. This method first converses RGB of color image from thre}dimensional Cartesian coordinates to spherical coordinates,aiming to remove background noise due to illumination and texture to generate smooth gray-level image of angle. Then, the advanced dynamically coupled neural oscillator network will do segmentation for the gray-level image of angle, to generate robust, fast and reliable segmentation.

Key words: Image segmentation, Sphere space, Oscillator neural network, Diffract detection