Three new binarization algorithms used for correlation pattern recognition were described, due to the difficulty of realizing correlation pattern recognition by the traditional binarization method. Then were carried out computer simulation and experiment of these algorithms. Experiment results show that these binarization algorithms has respectively better effects for the pattern recognition of different scenes.