CASIA OpenIR  > 09年以前成果
Multi-level human tracking
Sun, HZ; Yang, H; Tan, TN
Source PublicationADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS
2000
Volume1948Issue:0Pages:340-348
SubtypeArticle
AbstractIn this paper, we describe a system on automatically tracking people in indoor environment. Parametric Estimation methods are adopted in training images to obtain means and covariance of the background pixels, They are processed in pixel classification step to extract moving people and eliminate their shadows. Our tracking algorithm consists of two levels: region level and blob level. The region level tracks a whole human by utilizing the position information of the detected persons, The EM algorithm is adopted at the blob level to segment human image into different parts. When region level tracking fails, the system switches to blob-level tracking, Average Bhattacharyya distances between corresponding blobs of consecutive frames are calculated to get the correct match between different regions. Potential applications of the proposed algorithm include HCI and visual surveillance, Experimental results are given to demonstrate the robustness and efficiency of our algorithm.
KeywordNone
WOS HeadingsScience & Technology ; Technology
Indexed BySCI ; ISTP
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS IDWOS:000174117200045
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9804
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Sun, HZ,Yang, H,Tan, TN. Multi-level human tracking[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948(0):340-348.
APA Sun, HZ,Yang, H,&Tan, TN.(2000).Multi-level human tracking.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948(0),340-348.
MLA Sun, HZ,et al."Multi-level human tracking".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948.0(2000):340-348.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Sun, HZ]'s Articles
[Yang, H]'s Articles
[Tan, TN]'s Articles
Baidu academic
Similar articles in Baidu academic
[Sun, HZ]'s Articles
[Yang, H]'s Articles
[Tan, TN]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Sun, HZ]'s Articles
[Yang, H]'s Articles
[Tan, TN]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

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