人工生命在图像分割中的应用

人工生命在图像分割的应用,通过人工生命方法把图像中的每个象素和一只蚂蚁或一个细胞关联,然后按照系统规则进化.基于蚁群模型的图像分割,将图像转化为新的蚁群栖居地,通过图像栖居地实现.基于人工细胞群模型的图像分割,以图像为培养基,通过细胞代谢,即细胞与环境交换能量,及细胞间交换能量来完成.

Application of Artificial Life in Image Segmentation

For application of artificial life in image segmentation, each pixel in an image is associated with an ant or a cell by the artificial life method using and it is evolved according to a system of rules,For the image segmentation based on ants model, the original image was transformed into the ant colonies habitats, and image segmentation was realized through ant colonies habitats image. Apropos of image segmentation based on artificial cells model, the original image was taken as the substrate that supplies the nutrients to the cells. The image segmentation was completed through metabolism, cells continually exchange energy between the environment and the surrounding cells.