| 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 article |
| URI: | 2-s2.0-85119414749 http://hdl.handle.net/11025/47014 |
| 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) OBD |
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| File | Size | Format | |
|---|---|---|---|
| 3313-8532-1-PB.pdf | 1,05 MB | Adobe PDF | View/Open |
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