SIA OpenIR  > 机器人学研究室
A tracking method with structural local mean and local standard deviation appearance model
Yang DW(杨大为); Cong Y(丛杨); Tang YD(唐延东); Li, Yulian
Department机器人学研究室
Conference Name全国模式识别学术会议(6th Chinese Conference on Pattern Recognition)
Conference Date2014年11月17-19
Conference Place湖南长沙
Source PublicationCommunications in Computer and Information Science
PublisherSpringer Verlag
Publication PlaceBerlin
2014
Pages355-362
Indexed ByEI ; CPCI(ISTP)
EI Accession number20145000310020
WOS IDWOS:000368491600036
Contribution Rank1
ISSN1865-0929
ISBN978-3-662-45645-3
KeywordObject Tracking Local Mean Local Standard Deviation Structural Appearance Model The Native Bayesian
Abstract

Aiming at the problem of illumination variation and partial occlusion in the object tracking, a structural local mean and local standard deviation appearance model is proposed. The object image is divided into some blocks. In each block, the local mean and local standard deviation are calculated, then, a feature vector is composed. In order to weaken the effect of the partial occlusion, an adaptive weighted value is set to each feature component. The Native Bayesian theory is applied to track the object in affine transform space. The experimental results demonstrate that the proposed tracking method performs favorably against several state-of-the-art methods.

Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/15407
Collection机器人学研究室
Corresponding AuthorTang YD(唐延东)
Affiliation1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.University of Chinese Academy of Science, Beijing, China
3.Shenyang Metrology Testing Institution, Shenyang, China
Recommended Citation
GB/T 7714
Yang DW,Cong Y,Tang YD,et al. A tracking method with structural local mean and local standard deviation appearance model[C]. Berlin:Springer Verlag,2014:355-362.
Files in This Item: Download All
File Name/Size DocType Version Access License
A tracking method wi(1584KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Yang DW(杨大为)]'s Articles
[Cong Y(丛杨)]'s Articles
[Tang YD(唐延东)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Yang DW(杨大为)]'s Articles
[Cong Y(丛杨)]'s Articles
[Tang YD(唐延东)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Yang DW(杨大为)]'s Articles
[Cong Y(丛杨)]'s Articles
[Tang YD(唐延东)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: A tracking method with structural local mean and local standard deviation appearance model.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.