SIA OpenIR  > 机器人学研究室
Online learning a high-quality dictionary and classifier jointly for multitask object tracking
Fan BJ(范保杰); Gao, Hao; Cong Y(丛杨); Du YK(杜英魁); Tang YD(唐延东)
Department机器人学研究室
Source PublicationIEEE Multimedia
ISSN1070-986X
2014
Volume21Issue:4Pages:56-66
Indexed BySCI ; EI
EI Accession number20144600204712
WOS IDWOS:000344995000008
Contribution Rank2
KeywordEncoding (Symbols) Learning Systems Target Tracking
Abstract

Object tracking in a particle filter framework is formulated as a binary classification problem. The method exploits a priori information from training data to jointly learn a discriminative dictionary and optimal classifier online.

Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS KeywordSparse Representation ; Visual Tracking ; K-svd ; Recognition ; Features ; Model
WOS Research AreaComputer Science
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/15283
Collection机器人学研究室
Corresponding AuthorFan BJ(范保杰)
Affiliation1.Nanjing University of Posts and Telecommunications, China
2.Shenyang Institute of Automation, Chinese Academy of Sciences, China
Recommended Citation
GB/T 7714
Fan BJ,Gao, Hao,Cong Y,et al. Online learning a high-quality dictionary and classifier jointly for multitask object tracking[J]. IEEE Multimedia,2014,21(4):56-66.
APA Fan BJ,Gao, Hao,Cong Y,Du YK,&Tang YD.(2014).Online learning a high-quality dictionary and classifier jointly for multitask object tracking.IEEE Multimedia,21(4),56-66.
MLA Fan BJ,et al."Online learning a high-quality dictionary and classifier jointly for multitask object tracking".IEEE Multimedia 21.4(2014):56-66.
Files in This Item: Download All
File Name/Size DocType Version Access License
Online learning a hi(2235KB)期刊论文作者接受稿开放获取ODC PDDLView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Fan BJ(范保杰)]'s Articles
[Gao, Hao]'s Articles
[Cong Y(丛杨)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Fan BJ(范保杰)]'s Articles
[Gao, Hao]'s Articles
[Cong Y(丛杨)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Fan BJ(范保杰)]'s Articles
[Gao, Hao]'s Articles
[Cong Y(丛杨)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Online learning a high-quality dictionary and classifier jointly for multitask object tracking.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

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