Face reconstruction with structured light

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dc.contributor.authorCongote, J.
dc.contributor.authorBarandiaran, I.
dc.contributor.authorBarandiaran, J.
dc.contributor.authorNieto, M.
dc.contributor.authorRuiz, O.
dc.contributor.departmentUniversidad EAFIT. Departamento de Ingeniería Mecánicaspa
dc.contributor.researchgroupLaboratorio CAD/CAM/CAEspa
dc.date.accessioned2021-04-16T21:24:56Z
dc.date.available2021-04-16T21:24:56Z
dc.date.issued2011-01-01
dc.description.abstractThis article presents a methodology for reconstruction of 3D faces which is based on stereoscopic images of the scene using active and passive surface reconstruction. A sequence of Gray patterns is generated, which are projected onto the scene and their projection recorded by a pair of stereo cameras. The images are rectified to make coincident their epipolar planes and so to generate a stereo map of the scene. An algorithm for stereo matching is applied, whose result is a bijective mapping between subsets of the pixels of the images. A particular connected subset of the images (e.g. the face) is selected by a segmentation algorithm. The stereo mapping is applied to such a subset and enables the triangulation of the two image readings therefore rendering the (x,y,z) points of the face, which in turn allow the reconstruction of the triangular mesh of the face. Since the surface might have holes, bilateral filters are applied to have the holes filled. The algorithms are tested in real conditions and we evaluate their performance with virtual datasets. Our results show a good reconstruction of the faces and an improvement of the results of passive systems.eng
dc.identifierhttps://eafit.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=2420
dc.identifier.isbn9789898425478
dc.identifier.otherWOS;000393718200020
dc.identifier.otherSCOPUS;2-s2.0-79960188819
dc.identifier.urihttp://hdl.handle.net/10784/29496
dc.language.isoengspa
dc.publisherINSTICC-INST SYST TECHNOLOGIES INFORMATION CONTROL & COMMUNICATION
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-79960188819&partnerID=40&md5=39e440c64a12528413c5e3fcb3826c05
dc.rightsINSTICC-INST SYST TECHNOLOGIES INFORMATION CONTROL & COMMUNICATION
dc.sourceFace Reconstruction With Structured Light
dc.subject.keyword3D faceseng
dc.subject.keyword3D reconstructioneng
dc.subject.keywordBijective mappingeng
dc.subject.keywordBilateral filterseng
dc.subject.keywordConnected subseteng
dc.subject.keywordData setseng
dc.subject.keywordDepthmapeng
dc.subject.keywordEpipolareng
dc.subject.keywordFace reconstructioneng
dc.subject.keywordGray codeseng
dc.subject.keywordPassive systemseng
dc.subject.keywordSegmentation algorithmseng
dc.subject.keywordStereo cameraseng
dc.subject.keywordStereo mappingeng
dc.subject.keywordStereo matchingeng
dc.subject.keywordStereoscopic imageeng
dc.subject.keywordStructured Lighteng
dc.subject.keywordTriangular mesheseng
dc.subject.keywordAlgorithmseng
dc.subject.keywordComputer graphicseng
dc.subject.keywordComputer visioneng
dc.subject.keywordData processingeng
dc.subject.keywordFace recognitioneng
dc.subject.keywordImage matchingeng
dc.subject.keywordImage segmentationeng
dc.subject.keywordThree dimensionaleng
dc.subject.keywordSurface reconstructioneng
dc.titleFace reconstruction with structured lighteng
dc.typeinfo:eu-repo/semantics/conferencePapereng
dc.typeconferencePapereng
dc.typeinfo:eu-repo/semantics/publishedVersioneng
dc.typepublishedVersioneng
dc.type.localDocumento de conferenciaspa

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