Abstract: This paper proposes a method of trademark image retrieval based on multi-feature extraction.Firstly divide trademark images into multiple unoverlaping cell sub-images according to connectivity of images；then extract features of each cell sub-image.Also propose a many-to-many matching method for retrieving trademark images.Experiment results show that the proposed method is effective and can find better matching according to human visual percept.