SL2E-AFRE : Personalized 3D face reconstruction using autoencoder with simultaneous subspace learning and landmark estimation
Sign Up to like & getrecommendations! Published in 2021 at "Applied Intelligence"
DOI: 10.1007/s10489-020-02000-y
Abstract: 3D face reconstruction from single face image has received much attention in the past decade, as it has been used widely in many applications in the field of computer vision. Despite more accurate solutions by… read more here.
Keywords: reconstruction; face reconstruction; landmark estimation; learning landmark ... See more keywords
Learning 3-D Face Shape From Diverse Sources With Cross-Domain Face Synthesis
Sign Up to like & getrecommendations! Published in 2023 at "IEEE MultiMedia"
DOI: 10.1109/mmul.2022.3195091
Abstract: Monocular face reconstruction is a significant task in many multimedia applications. However, learning-based methods unequivocally suffer from the lack of large datasets annotated with 3-D ground truth. To tackle this problem, we proposed a novel… read more here.
Keywords: domain; face; reconstruction network; face reconstruction ... See more keywords
Transformer-Based 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3192422
Abstract: Learning-based face reconstruction methods have recently shown promising performance in recovering face geometry from a single image. However, the lack of training data with 3D annotations severely limits the performance. To tackle this problem, we… read more here.
Keywords: face reconstruction; face; domain; end ... See more keywords
Toward 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose From Monocular Image
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3275535
Abstract: In 3D face reconstruction, orthogonal projection has been widely employed to substitute perspective projection to simplify the fitting process. This approximation performs well when the distance between camera and face is far enough. However, in… read more here.
Keywords: projection; face reconstruction; face; perspective projection ... See more keywords
Expression-Aware Face Reconstruction via a Dual-Stream Network
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3068567
Abstract: Recently, 3D face reconstruction from a single image has achieved promising progress by adopting the 3D Morphable Model (3DMM). However, face images taken in-the-wild usually involve expressions with a large range of variety. This poses… read more here.
Keywords: expression; face; geometry; stream ... See more keywords
BareSkinNet: De‐makeup and De‐lighting via 3D Face Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "Computer Graphics Forum"
DOI: 10.1111/cgf.14706
Abstract: We propose BareSkinNet, a novel method that simultaneously removes makeup and lighting influences from the face image. Our method leverages a 3D morphable model and does not require a reference clean face image or a… read more here.
Keywords: face reconstruction; face; bareskinnet; makeup ... See more keywords
Spatio-Frequency Decoupled Weak-Supervision for Face Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5903514
Abstract: 3D face reconstruction has witnessed considerable progress in recovering 3D face shapes and textures from in-the-wild images. However, due to a lack of texture detail information, the reconstructed shape and texture based on deep learning… read more here.
Keywords: frequency; reconstruction; weak supervision; face reconstruction ... See more keywords