A New Method to Generate Color Texture Images Based on HSV and Olfactory System Bionic Model

作者：Zhang Jin^*; Zhu Shang-wu; Wang Ru-long; Li Guang; Freeman, Walter J.

来源：International Joint Conference on Neural Networks, Atlanta, GA, 2009-06-14 To 2009-06-19.

A new method to generate color texture images is proposed in this paper, which derived from our previous works to generate the gray texture. The method is based on the olfactory system bionic model to generate the gray texture. The model architecture mimics that of mammal olfactory neural system. Period function is used as the activity function of nodes in the model to realize the periodic repetition of texture. Chaotic mapping is used to adjust the model parameters to assure the model being in non-convergence state. The previous input is introduced as the noise to simulate the background noise of neural system. One color image is used as seed image. In HSV space, the Hue (H), Saturation (S) and Value (V) of each pixel is used as the model input and the model output is composed as the H, S and V of corresponding pixel in generated texture. Experimental results show that the proposed method can generate many beautiful color textures, whose textures are different from the original texture.

• 出版日期2009
• 单位湖南大学; 浙江大学; 工业控制技术国家重点实验室