For product image retrieval, the method of retrieval based on color feature and shape feature is proposed. To obtain color featrue, Non-interval quantitative measure is used to extract color histogram, and setting a value number is to find the primary color. Implementing the algorithm of two-demensional function moment that is weighted to get the shape feature. As these two features are combined in retrieval, the results of math in product image achieve a highly level.