Conference
Supervised Learning for Makeup Style Transfer
| العنوان: | Supervised Learning for Makeup Style Transfer |
|---|---|
| المؤلفون: | Strawa, Natalia, Sarwas, Grzegorz |
| المساهمون: | Skala, Václav |
| بيانات النشر: | Václav Skala - UNION Agency |
| سنة النشر: | 2022 |
| المجموعة: | University of West Bohemia Digital Library / Digitální knihovna Západočeské univerzity v Plzni |
| مصطلحات موضوعية: | přenos make-upu, přenos stylu obrázku, CycleGAN, GAN, zpracování obrazu, hluboké učení, makeup transfer, image style transfer, image processing, deep learning |
| الوصف: | This paper addresses the problem of using deep learning for makeup style transfer. For solving this problem, we propose a new supervised method. Additionally, we present a technique for creating a synthetic dataset for makeup transfer used to train our model. The obtained results were compared with six popular methods for makeup transfer using three metrics. The tests were carried out on four available data sets. The proposed method, in many respects, is competitive with the methods used in the literature. Thanks to images of faces with generated synthetic makeup, the proposed method learns to better transfer details, and the learning process is significantly accelerated. |
| نوع الوثيقة: | conference object |
| وصف الملف: | 10 s.; application/pdf |
| اللغة: | English |
| ردمك: | 978-80-86943-33-6 80-86943-33-X |
| تدمد: | 2464-4617 |
| Relation: | WSCG 2022: full papers proceedings: 30. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 199-208.; http://hdl.handle.net/11025/49595; https://www.doi.org/10.24132/CSRN.3201.25 |
| DOI: | 10.24132/CSRN.3201.25 |
| الاتاحة: | http://hdl.handle.net/11025/49595 https://doi.org/10.24132/CSRN.3201.25 |
| Rights: | © Václav Skala - UNION Agency ; openAccess |
| رقم الانضمام: | edsbas.94318924 |
| قاعدة البيانات: | BASE |
| ردمك: | 9788086943336 808694333X |
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| تدمد: | 24644617 |
| DOI: | 10.24132/CSRN.3201.25 |