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Conference Paper: Super-resolution of faces using texture mapping on a generic 3D model

TitleSuper-resolution of faces using texture mapping on a generic 3D model
Authors
KeywordsTexture mapping
Super-resolution
Pose estimation
Face reconstruction
Face model
Issue Date2009
PublisherIEEE Computer Society. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1001790
Citation
The 5th International Conference on Image and Graphics (ICIG 2009), Xi'an, Shanxi, China, 20-23 September 2009. In Conference Proceedings, 2009, p. 361-365 How to Cite?
AbstractThis paper proposes a novel face texture mapping framework to transform faces with different poses into a unique texture map. Under this framework, texture mapping can be realized by utilizing a generic 3D face model, standard Haar-like feature based detector, active appearance model and pose estimation algorithm. By this texture map, correspondence of every pixel at the face across multiple distinct input images can then be established, which enables super-resolution algorithms to be applied directly on registered texture map to render high resolution faces. This paper details the proposed framework, and illustrates how the proposed super-resolution algorithm works with the help of weighted average and median filters. Convincing experimental results are also presented to validate the effectiveness of the proposed framework and superresolution algorithm. © 2009 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/93216
ISBN
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorHe, Xen_HK
dc.contributor.authorYuk, SCen_HK
dc.contributor.authorChow, KPen_HK
dc.contributor.authorWong, KKYen_HK
dc.contributor.authorChung, RHYen_HK
dc.date.accessioned2010-09-25T14:54:24Z-
dc.date.available2010-09-25T14:54:24Z-
dc.date.issued2009en_HK
dc.identifier.citationThe 5th International Conference on Image and Graphics (ICIG 2009), Xi'an, Shanxi, China, 20-23 September 2009. In Conference Proceedings, 2009, p. 361-365en_HK
dc.identifier.isbn978-0-7695-3883-9-
dc.identifier.urihttp://hdl.handle.net/10722/93216-
dc.description.abstractThis paper proposes a novel face texture mapping framework to transform faces with different poses into a unique texture map. Under this framework, texture mapping can be realized by utilizing a generic 3D face model, standard Haar-like feature based detector, active appearance model and pose estimation algorithm. By this texture map, correspondence of every pixel at the face across multiple distinct input images can then be established, which enables super-resolution algorithms to be applied directly on registered texture map to render high resolution faces. This paper details the proposed framework, and illustrates how the proposed super-resolution algorithm works with the help of weighted average and median filters. Convincing experimental results are also presented to validate the effectiveness of the proposed framework and superresolution algorithm. © 2009 IEEE.en_HK
dc.languageengen_HK
dc.publisherIEEE Computer Society. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1001790-
dc.relation.ispartofInternational Conference on Image and Graphics Proceedingsen_HK
dc.rightsInternational Conference on Image and Graphics Proceedings. Copyright © IEEE Computer Society.-
dc.rights©2009 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.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectTexture mappingen_HK
dc.subjectSuper-resolutionen_HK
dc.subjectPose estimationen_HK
dc.subjectFace reconstructionen_HK
dc.subjectFace modelen_HK
dc.titleSuper-resolution of faces using texture mapping on a generic 3D modelen_HK
dc.typeConference_Paperen_HK
dc.identifier.emailHe, X: xche@cs.hku.hken_HK
dc.identifier.emailChow, KP: chow@cs.hku.hken_HK
dc.identifier.emailWong, KKY: kykwong@cs.hku.hken_HK
dc.identifier.emailChung, RHY: hychung@cs.hku.hk-
dc.identifier.authorityChow, KP=rp00111en_HK
dc.identifier.authorityWong, KKY=rp01393en_HK
dc.identifier.authorityChung, RHY=rp00219en_HK
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1109/ICIG.2009.74en_HK
dc.identifier.scopuseid_2-s2.0-77952269133en_HK
dc.identifier.hkuros164965en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-77952269133&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.spage361en_HK
dc.identifier.epage365en_HK
dc.identifier.isiWOS:000278326900066-
dc.publisher.placeUnited States-
dc.identifier.scopusauthoridChung, RHY=14059962600en_HK
dc.identifier.scopusauthoridWong, KYK=24402187900en_HK
dc.identifier.scopusauthoridChow, KP=7202180751en_HK
dc.identifier.scopusauthoridYuk, SC=12764865300en_HK
dc.identifier.scopusauthoridHe, XC=25645571900en_HK
dc.customcontrol.immutablesml 140729-

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