We propose a narrow-band based RBFs implicit surface reconstruction method which can substantially reduce the computational complexity compared with other RBFs implicit surface reconstruction techniques. Our scheme only deals with a narrow-band subdomains, rather than the traditional whole computational domain. A criteria for polygonization is presented for correctly extracting iso-surfaces from RBFs implicits. Experiments show that our method can offer a very effective RBFs based surface reconstruction algorithm.