Abstract: As for image multilevel thresholding, a novel algorithm was proposed. Adopting relative intra-class variance instead of absolute intra-elass variance, the algorithm improved the segmentation result for small objects with Otsu method. Introducing NW small

Key words: NW small world model, Particle swarm optimization （PSO）, Multilevel thresholding, Class variance