Real-Time Reflection Reduction from Glasses in Videoconferences

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dc.contributor.authorTucholke, Marc-André
dc.contributor.authorChristoph, Marie
dc.contributor.authorAnders, Lasse
dc.contributor.authorOchlich, Raven
dc.contributor.authorGrogorick, Steve
dc.contributor.authorEisemann, Martin
dc.contributor.editorSkala, Václav
dc.date.accessioned2023-10-17T15:04:00Z
dc.date.available2023-10-17T15:04:00Z
dc.date.issued2023
dc.description.abstract-translatedSurrounding lighting conditions cannot always be sufficiently controlled during videoconferences, yielding situa tions in which disturbing reflections might appear on the participants glasses. In this article, we present a retrained neural network to convincingly reduce such reflections. For real time performance we propose an asynchronous processing pipeline accompanied by a head pose-based caching strategy to reuse intermediate processing results. The implementation as virtual webcam allows the system to be used with arbitrary videoconferencing systems.en
dc.description.sponsorship491805996 / GR 5932/1-1en
dc.format8 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationWSCG 2023: full papers proceedings: 1. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 168-175.en
dc.identifier.doihttps://www.doi.org/10.24132/CSRN.3301.20
dc.identifier.isbn978-80-86943-32-9
dc.identifier.issn2464–4617 (print)
dc.identifier.issn2464–4625 (CD/DVD)
dc.identifier.urihttp://hdl.handle.net/11025/54422
dc.language.isoenen
dc.publisherVáclav Skala - UNION Agencyen
dc.rights© Václav Skala - UNION Agencyen
dc.rights.accessopenAccessen
dc.subjectodrazcs
dc.subjectbrýlecs
dc.subjectvideo konferencecs
dc.subjectzpracování obrazucs
dc.subjecthluboké učenícs
dc.subjectdetekce obličejecs
dc.subjectreálný čascs
dc.subject.translatedreflectionen
dc.subject.translatedglassesen
dc.subject.translatedvideo conferencingen
dc.subject.translatedimage processingen
dc.subject.translateddeep learningen
dc.subject.translatedface detectionen
dc.subject.translatedreal timeen
dc.titleReal-Time Reflection Reduction from Glasses in Videoconferencesen
dc.typekonferenční příspěvekcs
dc.typeconferenceObjecten
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

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