Heterogeneous Face Recognition from Facial Sketches

dc.contributor.authorGruber, Ivan
dc.date.accessioned2022-02-28T11:00:22Z
dc.date.available2022-02-28T11:00:22Z
dc.date.issued2021
dc.description.abstract-translatedThis paper presents a short summary of a dissertation thesis. The thesis presents a novel approach named X-Bridge for image-to-sketch translation for automatic heterogeneous face recognition. X-Bridge is based on a conditional adversarial network with an additional reconstruction path and a shared-latent space assumption between the original and the reconstruction path. With these modications, the results provided by X-Bridge overcome other state-of-the-art methods.en
dc.format2 s.cs
dc.format.mimetypeapplication/pdf
dc.identifier.citationGRUBER, I. Heterogeneous Face Recognition from Facial Sketches. Informatica, 2021, roč. 45, č. 3, s. 487-488. ISSN: 0350-5596cs
dc.identifier.doi10.31449/inf.v45i3.3313
dc.identifier.issn0350-5596
dc.identifier.obd43933807
dc.identifier.uri2-s2.0-85119414749
dc.identifier.urihttp://hdl.handle.net/11025/47014
dc.language.isoenen
dc.project.IDLTARF18017/AMIR - Multimodální rozhraní založené na gestech a mluvené i znakové řeči pro ovládání asistivního mobilního informačního robotacs
dc.publisherSlovene Society Informatikaen
dc.relation.ispartofseriesInformaticaen
dc.rights© Slovene Society Informatikaen
dc.rights.accessopenAccessen
dc.subjectheterogenní rozpoznávání lidské tvářecs
dc.subjectgenerativní adversarialní sítěcs
dc.subject.translatedheterogeneous face recognitionen
dc.subject.translatedgenerative adversarial networksen
dc.titleHeterogeneous Face Recognition from Facial Sketchesen
dc.title.alternativeHeterogenní rozpoznávání lidské tváře ze skiccs
dc.typečlánekcs
dc.typearticleen
dc.type.statusPeer-revieweden
dc.type.versionpublishedVersionen

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