In the scene matching performance evaluation system, the feature about the similarity between the reference image and real-time ima ge has the same importance as the statistic image features in image feature set. Some correlation plane statistic features are defined, and the experiment resul t manifests the relations between the features and matching performance. These f eatures and the statistic image features can constitute the image feature set.