一种基于可调滤波器金字塔算法的自然纹理综合方法

Natural Texture Synthesis Based on Steerable Filter Pyramid Algorithm

该文在深入分析可调滤波器金字塔算法的基础上,提出了一种基于分形理论和可调滤波器金字塔算法的自然纹理综合方法。这种方法以人类感知纹理的视觉模型为基础,能够用来模拟和生成多种自然景物的纹理图像。并通过大量实验验证所提方法,实验结果证明该方法能有效地产生具有真实感的自然纹理图像。

This paper analyzes thoroughly the steerable filter pyramid algorithm and presents a natural texture synthesis method based on fractal theory and pyramid algorithm.This method is based on a model of human texture perception and is capable of simulating and generating a number of natural textures.Many experiments of texture synthesis have been done and the results verify that this method can synthesize realistic natural textures effectively.