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Yuval Nirkin
Researcher at Bar-Ilan University
Publications - 13
Citations - 1245
Yuval Nirkin is an academic researcher from Bar-Ilan University. The author has contributed to research in topics: Face (geometry) & Computer science. The author has an hindex of 8, co-authored 12 publications receiving 654 citations. Previous affiliations of Yuval Nirkin include Open University of Israel.
Papers
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Proceedings ArticleDOI
FSGAN: Subject Agnostic Face Swapping and Reenactment
TL;DR: A novel recurrent neural network (RNN)-based approach for face reenactment which adjusts for both pose and expression variations and can be applied to a single image or a video sequence and uses a novel Poisson blending loss which combines Poisson optimization with perceptual loss.
Proceedings ArticleDOI
On Face Segmentation, Face Swapping, and Face Perception
TL;DR: It is shown that a standard fully convolutional network (FCN) can achieve remarkably fast and accurate segmentations, provided that it is trained on a rich enough example set.
Proceedings ArticleDOI
Extreme 3D Face Reconstruction: Seeing Through Occlusions
TL;DR: In this article, a deep convolutional encoder-decoder is used to estimate a coarse 3D face shape which acts as a foundation and then separately layer this foundation with details represented by a bump map.
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Extreme 3D Face Reconstruction: Seeing Through Occlusions
TL;DR: A layered approach which decouples estimation of a global shape from its mid-level details (e.g., wrinkles) and then separately layer this foundation with details represented by a bump map, motivated by the concept of bump mapping is proposed.
Posted Content
FSGAN: Subject Agnostic Face Swapping and Reenactment
TL;DR: In this paper, a face swapping GAN (FSGAN) is proposed for face swapping and reenactment, which is subject agnostic and can be applied to pairs of faces without requiring training on those faces.