基于纹理检测器的多频道纹理分析

A Detector-Based Multichannel Analyzing Methodfor Image Texture

按照２ＤＧａｂｏｒ函数的特点和视觉机制，提出了用来捕捉纹理基元的纹理检测器函数．基于纹理检测器和多频道分解理论，提出了影像纹理的多频道分析方法，并按照神经动力学的侧抑制和端点抑制等理论，实现了对多频道纹理特征的融合，为改进现存多频道滤波方法提供了良好途径．实验表明，所提出的方法可有效用于具有相似模式大小的纹理分析．

A textural detector function based on the features of a 2--D Gabor function and the visualperception to trap the textural elements is proposed and a multichannel textural analyzing method isdeveloped with the theory of multichannel decomposition. Multichannel textural feature fusion isachieved according to the lateral inhibition and end-inhibition in neurodynamics. The multichanneltextural analysis technique proposed is an improvement on the conventional multichannel filteringmethod.