dc.contributor.author | Zhao, Sanqiang | |
dc.contributor.author | Gao, Yongsheng | |
dc.contributor.editor | Marzuki Khalid | |
dc.date.accessioned | 2017-05-03T15:01:16Z | |
dc.date.available | 2017-05-03T15:01:16Z | |
dc.date.issued | 2009 | |
dc.date.modified | 2010-10-25T06:57:25Z | |
dc.identifier.issn | 13451529 | |
dc.identifier.uri | http://hdl.handle.net/10072/31082 | |
dc.description.abstract | Pose estimation is an important part in human face recognition because head rotations will significantly affect the recognition accuracy. However, automated and accurate pose determination still remains an unsolved problem in the research community. In this paper, we propose a novel Elastic Energy Model to tackle this problem, which employs statistical energy contributions of a set of feature points on an input face. It can avoid over-trusting selected anchor points, providing a robust solution to the imprecise feature localization problem that is inevitable in practical applications with cluttered backgrounds. As a general configuration, this model can be easily implemented and extended to other non-rigid objects. Its effectiveness and robustness in automated head pose estimation are investigated in our experiments. | |
dc.description.peerreviewed | Yes | |
dc.description.publicationstatus | Yes | |
dc.format.extent | 307690 bytes | |
dc.format.mimetype | application/pdf | |
dc.language | English | |
dc.language.iso | eng | |
dc.publisher | Biomedical Fuzzy Systems Association | |
dc.publisher.place | Japan | |
dc.publisher.uri | http://www.ijbschs.org/ijbschs-contents/contents.html | |
dc.relation.ispartofstudentpublication | Y | |
dc.relation.ispartofpagefrom | 21 | |
dc.relation.ispartofpageto | 26 | |
dc.relation.ispartofissue | 1 | |
dc.relation.ispartofjournal | Biomedical Soft Computing and Human Sciences | |
dc.relation.ispartofvolume | 14 | |
dc.rights.retention | Y | |
dc.subject.fieldofresearchcode | 280208 | |
dc.subject.fieldofresearchcode | 280207 | |
dc.title | Towards Robust and Automated Head Pose Estimation: Elastic Energy Model | |
dc.type | Journal article | |
dc.type.description | C1 - Articles | |
dc.type.code | C - Journal Articles | |
gro.faculty | Griffith Sciences, Griffith School of Engineering | |
gro.rights.copyright | © 2009 Biomedical Fuzzy Systems Association. The attached file is reproduced here in accordance with the copyright policy of the publisher. Please refer to the journal's website for access to the definitive, published version. | |
gro.date.issued | 2009 | |
gro.hasfulltext | Full Text | |
gro.griffith.author | Gao, Yongsheng | |
gro.griffith.author | Zhao, Sanqiang | |