The Performance evaluation method of scene matching algorithm based on statistic experiment is a current important and active research field. The most important thing is to creat the relations between matching performance and image feature set. In this article, how to select the image feature set is discussed. Theory analysis and experiment show that image feature set based on real time image size accords with the result of theory analysis, and it suits for performance evaluation and matching area selection.