Integrating a Genetic Algorithm and a Self-organizing Map Network for an Automatically Separating Color Printed Fabric System

摘要: We need more than words and simple methods to describe the various different color patterns found on printed fabrics nowadays. The complexity in pattern identification has made analysis comparison difficult will have be managed manually. automatic computer separating system for fabrics, proposed this paper, integrates a genetic algorithm (GA) self-organizing map network (SOMN) automatically separate colors, so as eliminate time-consuming manual segmentation registration currently done industry. first uses scanner record RGB images of median filter processing reduce changes due uneven light reflections arising from fabric surface weaving texture. Then space is transformed HSI that can match human sense use customary procedures. Next, GA employed search distributions are same ...