微型机与应用2012，Vol.31Issue(21)：40-43,4.
基于SURF和CamShift的物体跟踪方法
A tracking method using SURF and CamShift
路宁1
作者信息
- 1. 中国电子科技集团公司第15研究所,北京100083
- 折叠
摘要
Abstract
CamShift tracking algorithm is a well-known tracking algorithm. Since it only adopts color as feature, which would fail to track when the object is similar to the background. A novel object tracking method based on SURF and CamShift is proposed. A feedback mechanism is used to calculate the feature similarity between the tracking windows of CamShift, so does the color similarity between the tracking windows of SURF. Large change of displacement is restrained and the weights of both results are allocated dynamically to achieve robust tracking. The experimental results show that the proposed method has good performance on different objects and enviroments.关键词
目标跟踪/SURF/CamShift/权值分配/反馈Key words
object tracking/SURF/CamShift/weight allocated/feedback分类
信息技术与安全科学引用本文复制引用
路宁..基于SURF和CamShift的物体跟踪方法[J].微型机与应用,2012,31(21):40-43,4.
