The image matching based on features is one of the important approachs. A lot of works have expressed that feature based on matching takes powerful advantage for urban aerial image which is one of the most difficult image to deal with. A construction of a new object function is given. A novel matching method for aerial imagery of urban area based on measurement feature is proposed. The experimental results show that the proposed approach is simple and effective.