Reconstruction from Multi-view Sketches: an Inverse Rendering Approach

dc.contributor.authorColom, Joan
dc.contributor.authorSaito, Hideo
dc.contributor.editorSkala, Václav
dc.date.accessioned2023-10-03T15:20:28Z
dc.date.available2023-10-03T15:20:28Z
dc.date.issued2023
dc.description.abstract-translatedReconstruction from real images has evolved very differently from reconstruction from sketches. Even though both present similarities, the latter aims to surpass the subjectivity that drawings present, increasing the task's uncertainty and complexity. In this work, we draw inspiration from reconstruction over real multi-view images and adapt it to work over sketches. We leverage inverse rendering as a refinement process for 3D colored meshes while proposing modifications for the domain of drawings. Compared to previous methods for sketches, our proposal recovers not only shape but color, offering an optimization system that does not require prior training. Through the results, we evaluate how different quality factors in sketches affect the reconstruction and report how our proposal adapts to them compared to directly applying existing inverse rendering systems for real images.en
dc.format10 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationJournal of WSCG. 2023, vol. 31, no. 1-2, p. 43-52.en
dc.identifier.doihttps://www.doi.org/10.24132/JWSCG.2023.5
dc.identifier.issn1213 – 6972 (hard copy)
dc.identifier.issn1213 – 6980 (CD-ROM)
dc.identifier.issn1213 – 6964 (on-line)
dc.identifier.urihttp://hdl.handle.net/11025/54283
dc.language.isoenen
dc.publisherVáclav Skala - UNION Agencyen
dc.rights© Václav Skala - UNION Agencyen
dc.rights.accessopenAccessen
dc.subjectpočítačové viděnícs
dc.subjectgrafikacs
dc.subjectoptimalizacecs
dc.subjectzpracování obrazucs
dc.subject3D rekonstrukcecs
dc.subjectinverzní vykreslovánícs
dc.subject.translatedcomputer visionen
dc.subject.translatedgraphicsen
dc.subject.translatedoptimizationen
dc.subject.translatedimage processingen
dc.subject.translated3D reconstructionen
dc.subject.translatedinverse renderingen
dc.titleReconstruction from Multi-view Sketches: an Inverse Rendering Approachen
dc.typečlánekcs
dc.typearticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

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