Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s11263-022-01730-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7398 |
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oai:localhost:PNK-73982023-03-31T08:35:45Z Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset Youjia, Wang Kai, He Taotao, Zhou corresponding training data PN-Relighting CC BY The development of neural relighting techniques has by far outpaced the rate of their corresponding training data (e.g., OLAT) generation. For example, high-quality relighting from a single portrait image still requires supervision from comprehensive datasets covering broad diversities in gender, race, complexion, and facial geometry. We present a hybrid parametric neural relighting (PN-Relighting) framework for single portrait relighting, using a much smaller OLAT dataset or SMOLAT. At the core of PN-Relighting, we employ parametric 3D faces coupled with appearance inference and implicit material modelling to enrich SMOLAT for handling in-the-wild images. 2023-03-31T08:35:44Z 2023-03-31T08:35:44Z 2023 Book https://link.springer.com/article/10.1007/s11263-022-01730-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7398 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
corresponding training data PN-Relighting |
| spellingShingle |
corresponding training data PN-Relighting Youjia, Wang Kai, He Taotao, Zhou Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset |
| description |
CC BY |
| format |
Book |
| author |
Youjia, Wang Kai, He Taotao, Zhou |
| author_facet |
Youjia, Wang Kai, He Taotao, Zhou |
| author_sort |
Youjia, Wang |
| title |
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset |
| title_short |
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset |
| title_full |
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset |
| title_fullStr |
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset |
| title_full_unstemmed |
Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset |
| title_sort |
free-view face relighting using a hybrid parametric neural model on a small-olat dataset |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s11263-022-01730-5 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7398 |
| _version_ |
1761912527620407296 |
| score |
8.891787 |