关键词: 模型匹配, 部分匹配, 区域相关, 跟踪

Abstract: In this paper,a similarity measurement of model partial matching is presented.The similarity measurement is based on the weighted sum of integrity of matching,normalized offset expectation and variance of matched point.A model matching algorithm and robust tracking algorithm based on model matching and region correlation fusion are presented.This method provides reliable object tracking on the situation of stationary camera and moving camera.Results show the method to be robust to occlusion,changes in illumination and object pose changes.By using parameterized model,the algorithm can provide real-time multi-object tracking in complex scenes.

Key words: model matching, partial matching, region correlation, tracking