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Faculté des Sciences appliquées
Faculté des Sciences appliquées
MASTER THESIS
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Style Transfer on Face Portraits

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André, Christophe ULiège
Promotor(s) : Geurts, Pierre ULiège
Date of defense : 9-Sep-2019/10-Sep-2019 • Permalink : http://hdl.handle.net/2268.2/8084
Details
Title : Style Transfer on Face Portraits
Translated title : [fr] Transfert de style appliqué à des portraits
Author : André, Christophe ULiège
Date of defense  : 9-Sep-2019/10-Sep-2019
Advisor(s) : Geurts, Pierre ULiège
Committee's member(s) : Van Droogenbroeck, Marc ULiège
Gribomont, Pascal ULiège
Language : English
Number of pages : 57
Keywords : [en] Computer Vision
[en] Deep Learning
[en] Style Transfer
Discipline(s) : Engineering, computing & technology > Computer science
Target public : Researchers
Professionals of domain
Student
Complementary URL : https://github.com/c-andre/master-thesis
Institution(s) : Université de Liège, Liège, Belgique
Degree: Master en ingénieur civil en informatique, à finalité spécialisée en "intelligent systems"
Faculty: Master thesis of the Faculté des Sciences appliquées

Abstract

[en] The topic of style transfer, specialized for head portraits, is tackled in this thesis -- primarily through the lens of optimization-based neural style transfer algorithms. A new combination of some of these methods from the literature is proposed as a solution to the problem, after a thorough discussion of these techniques' pros and cons.


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Author

  • André, Christophe ULiège Université de Liège > Master ingé. civ. info., à fin.

Promotor(s)

Committee's member(s)

  • Van Droogenbroeck, Marc ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Télécommunications
    ORBi View his publications on ORBi
  • Gribomont, Pascal ULiège Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Informatique et intelligence artificielle
    ORBi View his publications on ORBi
  • Total number of views 80
  • Total number of downloads 948










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