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dc.contributor.authorCheraghian, Ali
dc.contributor.authorHajati, Farshid
dc.contributor.authorMian, Ajmal S
dc.contributor.authorGao, Yongsheng
dc.contributor.authorGheisari, Soheila
dc.contributor.editorIEEE
dc.date.accessioned2017-05-03T14:13:09Z
dc.date.available2017-05-03T14:13:09Z
dc.date.issued2013
dc.date.modified2014-04-22T05:29:18Z
dc.identifier.isbn9781479923410
dc.identifier.issn1522-4880
dc.identifier.refurihttp://www.ieeeicip.org/
dc.identifier.doi10.1109/ICIP.2013.6738764
dc.identifier.urihttp://hdl.handle.net/10072/58766
dc.description.abstractThis paper presents a novel feature, Topographic High-order Derivatives (THD) for 3D face recognition. THD is based on the high-order micro-pattern information extracted from face topography maps. Face topography maps are partitioned into polar sectors, and THDs are computed using directional highorder derivatives within the sectors. Local features are extracted by encoding directional high-order derivatives within polar neighborhoods. To evaluate the proposed method, we use Bosphorus and FRGC 3D face databases which include pose and expression changes. The performance of the proposed method is higher compared to the state-of-the-art benchmark approaches in 3D face recognition.
dc.description.peerreviewedYes
dc.description.publicationstatusYes
dc.languageEnglish
dc.publisherIEEE
dc.publisher.placeUnited States
dc.relation.ispartofstudentpublicationN
dc.relation.ispartofconferencename20th IEEE International Conference on Image Processing (ICIP)
dc.relation.ispartofconferencetitle2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013)
dc.relation.ispartofdatefrom2013-09-15
dc.relation.ispartofdateto2013-09-18
dc.relation.ispartoflocationMelbourne, AUSTRALIA
dc.relation.ispartofpagefrom3705
dc.relation.ispartofpagefrom5 pages
dc.relation.ispartofpageto3709
dc.relation.ispartofpageto5 pages
dc.rights.retentionY
dc.subject.fieldofresearchComputer vision
dc.subject.fieldofresearchcode460304
dc.title3D Face Recognition using Topographic High-order Derivatives
dc.typeConference output
dc.type.descriptionE1 - Conferences
dc.type.codeE - Conference Publications
gro.date.issued2013
gro.hasfulltextNo Full Text
gro.griffith.authorGao, Yongsheng
gro.griffith.authorHajati, Farshid


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    Contains papers delivered by Griffith authors at national and international conferences.

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