标题：
Image segmentation and proto-objects detection based visual tracking
点击次数：
所属单位：
自动化学院
发表刊物：
OPTIK
关键字：
Visual tracking Proto-objects detection PLSA model Segmentation approaches
摘要：
Considering the phenomenon that the traditional visual tracking methods are prone to drift in the process of tracking, we propose a visual tracking approach based by image segmentation and proto-objects detection in this paper. Firstly, according to combining several segmentation approaches and topic model, the proto-objects are detected for a given image sequence. Then the final target position is given on the basis of proto-objects information. The coinstantaneous tracking of these proto-objects improves computational efficiency and tracking robustness. Detailed experimental results show that the proposed method perform better than the state of the art in anti-occlusion and illumination change. (C) 2016 Elsevier GmbH. All rights reserved.
ISSN号：
0030-4026
是否译文：
否
发表时间：
2017-01-01
合写作者：
Zhou, Yanpei,周大可,Hu, Yinji
通讯作者：
杨欣
发表时间：
2017-01-01
学位：工学博士学位
职称：副教授
所在单位：自动化学院