File Download
  Links for fulltext
     (May Require Subscription)
Supplementary

Conference Paper: Explicit contour model for vehicle tracking with automatic hypothesis validation

TitleExplicit contour model for vehicle tracking with automatic hypothesis validation
Authors
KeywordsContour dynamics
Parameterized templates
Vehicle tracking
Approximation theory
Cameras
Issue Date2005
PublisherIEEE. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000349
Citation
The IEEE International Conference on Image Processing (ICIP 2005), Genoa, Italy, 11-14 September 2005. In Proceedings of IEEE-ICIP, 2005, v. 2, p. 582-585 How to Cite?
AbstractThis paper addresses the problem of vehicle tracking under a single static, uncalibrated camera without any constraints on the scene or on the motion direction of vehicles. We introduce an explicit contour model, which not only provides a good approximation to the contours of all classes of vehicles but also embeds the contour dynamics in its parameterized template. We integrate the model into a Bayesian framework with multiple cues for vehicle tracking, and evaluate the correctness of a target hypothesis, with the information implied by the shape, by monitoring any conflicts within the hypothesis of every single target as well as between the hypotheses of all targets. We evaluated the proposed method using some real sequences, and demonstrated its effectiveness in tracking vehicles, which have their shape changed significantly while moving on curly, uphills roads. © 2005 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/93289
ISSN
References

 

DC FieldValueLanguage
dc.contributor.authorYiu, BWSen_HK
dc.contributor.authorWong, KYKen_HK
dc.contributor.authorChin, FYLen_HK
dc.contributor.authorChung, RHYen_HK
dc.date.accessioned2010-09-25T14:56:36Z-
dc.date.available2010-09-25T14:56:36Z-
dc.date.issued2005en_HK
dc.identifier.citationThe IEEE International Conference on Image Processing (ICIP 2005), Genoa, Italy, 11-14 September 2005. In Proceedings of IEEE-ICIP, 2005, v. 2, p. 582-585en_HK
dc.identifier.issn1522-4880en_HK
dc.identifier.urihttp://hdl.handle.net/10722/93289-
dc.description.abstractThis paper addresses the problem of vehicle tracking under a single static, uncalibrated camera without any constraints on the scene or on the motion direction of vehicles. We introduce an explicit contour model, which not only provides a good approximation to the contours of all classes of vehicles but also embeds the contour dynamics in its parameterized template. We integrate the model into a Bayesian framework with multiple cues for vehicle tracking, and evaluate the correctness of a target hypothesis, with the information implied by the shape, by monitoring any conflicts within the hypothesis of every single target as well as between the hypotheses of all targets. We evaluated the proposed method using some real sequences, and demonstrated its effectiveness in tracking vehicles, which have their shape changed significantly while moving on curly, uphills roads. © 2005 IEEE.en_HK
dc.languageengen_HK
dc.publisherIEEE. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000349en_HK
dc.relation.ispartofProceedings of the IEEE International Conference on Image Processingen_HK
dc.rightsProceedings of the International Conference on Image Processing. Copyright © IEEE.-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.rights©2005 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.-
dc.subjectContour dynamics-
dc.subjectParameterized templates-
dc.subjectVehicle tracking-
dc.subjectApproximation theory-
dc.subjectCameras-
dc.titleExplicit contour model for vehicle tracking with automatic hypothesis validationen_HK
dc.typeConference_Paperen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1522-4880&volume=2&spage=582&epage=585&date=2005&atitle=Explicit+contour+model+for+vehicle+tracking+with+automatic+hypothesis+validation-
dc.identifier.emailWong, KYK:kykwong@cs.hku.hken_HK
dc.identifier.emailChin, FYL:chin@cs.hku.hken_HK
dc.identifier.emailChung, RHY:hychung@cs.hku.hken_HK
dc.identifier.authorityWong, KYK=rp01393en_HK
dc.identifier.authorityChin, FYL=rp00105en_HK
dc.identifier.authorityChung, RHY=rp00219en_HK
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1109/ICIP.2005.1530122en_HK
dc.identifier.scopuseid_2-s2.0-33749600732en_HK
dc.identifier.hkuros102846en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-33749600732&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume2en_HK
dc.identifier.spage582en_HK
dc.identifier.epage585en_HK
dc.publisher.placeUnited Statesen_HK
dc.description.otherThe IEEE International Conference on Image Processing (ICIP 2005), Genoa, Italy, 11-14 September 2005. In Proceedings of IEEE-ICIP, 2005, v. 2, p. 582-585-
dc.identifier.scopusauthoridYiu, BWS=14833523800en_HK
dc.identifier.scopusauthoridWong, KYK=24402187900en_HK
dc.identifier.scopusauthoridChin, FYL=7005101915en_HK
dc.identifier.scopusauthoridChung, RHY=14059962600en_HK

Export via OAI-PMH Interface in XML Formats


OR


Export to Other Non-XML Formats