I. Introduction
The reliable and efficient object detection is a main topic in computer vision for CBIR. Detecting objects is a rather arduous task and this field remains open due to many challenges, such as complete or partial occlusion, high contrast illumination, appearance variations and color variations. The object features are composed of structural features and color characteristics, the structural features describe the location information of the feature points, and the color characteristics describe the color distribution information of the patterns.