CASIA OpenIR  > 09年以前成果
Head tracking using shapes and adaptive color histograms
Liu, QS; Ma, SD; Lu, HQ
Source PublicationJOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
2002-11-01
Volume17Issue:6Pages:859-864
SubtypeArticle
AbstractA new method is presented for tracking a person's head in real-time. The head is shaped as an ellipse, and the adaptively modified RGB color histogram is used to represent the tracked object (head). The method is composed of two parts. First, a robust nonparametric technique, called mean shift algorithm, is adopted for histogram matching to estimate the head's location in the current frame. Second, a local search is performed after histogram matching to maximize the normalized gradient magnitude around the boundary of the elliptical head, so that a more accurate location and the best scale size of the head can be obtained. The method is demonstrated to be a real-time tracker and robust to clutter, scale variation, occlusion, rotation and camera motion, for several test sequences.
KeywordAdaptive Color Histogram Mean Shift Head Tracking
WOS HeadingsScience & Technology ; Technology
WOS KeywordREAL-TIME TRACKING ; MEAN SHIFT ; OBJECTS
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Software Engineering
WOS IDWOS:000179638600022
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9862
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
Liu, QS,Ma, SD,Lu, HQ. Head tracking using shapes and adaptive color histograms[J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,2002,17(6):859-864.
APA Liu, QS,Ma, SD,&Lu, HQ.(2002).Head tracking using shapes and adaptive color histograms.JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY,17(6),859-864.
MLA Liu, QS,et al."Head tracking using shapes and adaptive color histograms".JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 17.6(2002):859-864.
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
[Liu, QS]'s Articles
[Ma, SD]'s Articles
[Lu, HQ]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu, QS]'s Articles
[Ma, SD]'s Articles
[Lu, HQ]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu, QS]'s Articles
[Ma, SD]'s Articles
[Lu, HQ]'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.