Example-Based Synthesis of Stylized Facial Animations
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F17%3A00312456" target="_blank" >RIV/68407700:21230/17:00312456 - isvavai.cz</a>
Result on the web
<a href="http://dcgi.fel.cvut.cz/home/sykorad/facestyle.html" target="_blank" >http://dcgi.fel.cvut.cz/home/sykorad/facestyle.html</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/3072959.3073660" target="_blank" >10.1145/3072959.3073660</a>
Alternative languages
Result language
angličtina
Original language name
Example-Based Synthesis of Stylized Facial Animations
Original language description
We introduce a novel approach to example-based stylization of portrait videos that preserves both the subject's identity and the visual richness of the input style exemplar. Unlike the current state-of-the-art based on neural style transfer [Selim et al. 2016], our method performs non-parametric texture synthesis that retains more of the local textural details of the artistic exemplar and does not suffer from image warping artifacts caused by aligning the style exemplar with the target face. Our method allows the creation of videos with less than full temporal coherence [Ruder et al. 2016]. By introducing a controllable amount of temporal dynamics, it more closely approximates the appearance of real hand-painted animation in which every frame was created independently. We demonstrate the practical utility of the proposed solution on a variety of style exemplars and target videos.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/TE01020415" target="_blank" >TE01020415: V3C - Visual Computing Competence Center</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
ACM Transactions on Graphics (TOG)
ISSN
0730-0301
e-ISSN
1557-7368
Volume of the periodical
36
Issue of the periodical within the volume
4
Country of publishing house
US - UNITED STATES
Number of pages
11
Pages from-to
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UT code for WoS article
000406432100124
EID of the result in the Scopus database
2-s2.0-85030753948