Title: Heterogeneous Face Recognition from Facial Sketches
Other Titles: Heterogenní rozpoznávání lidské tváře ze skic
Authors: Gruber, Ivan
Citation: GRUBER, I. Heterogeneous Face Recognition from Facial Sketches. Informatica, 2021, roč. 45, č. 3, s. 487-488. ISSN: 0350-5596
Issue Date: 2021
Publisher: Slovene Society Informatika
Document type: článek
URI: 2-s2.0-85119414749
ISSN: 0350-5596
Keywords: heterogenní rozpoznávání lidské tváře;generativní adversarialní sítě
Keywords in different language: heterogeneous face recognition;generative adversarial networks
Abstract in different language: This 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.
Rights: © Slovene Society Informatika
Appears in Collections:Články / Articles (NTIS)

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Please use this identifier to cite or link to this item: http://hdl.handle.net/11025/47014

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