Image segmentation is one of the key steps target recognition. In order to improve accuracy image segmentation, an algorithm combining Pulse Coupled Neural Network(PCNN) and adaptive Glowworm Algorithm(GA) proposed. The retains advantages GA. Introduce moving step size population optimal value as adjustment factors. Enhance ability solve global value, takes weighted sum cross entropy, informati...