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State of the art on neural rendering
Efficient rendering of photo‐realistic virtual worlds is a long standing effort of computer
graphics. Modern graphics techniques have succeeded in synthesizing photo‐realistic …
graphics. Modern graphics techniques have succeeded in synthesizing photo‐realistic …
Learning an animatable detailed 3D face model from in-the-wild images
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …
they suffer several limitations. Some methods produce faces that cannot be realistically …
[HTML][HTML] Survey on 3D face reconstruction from uncalibrated images
Recently, a lot of attention has been focused on the incorporation of 3D data into face
analysis and its applications. Despite providing a more accurate representation of the face …
analysis and its applications. Despite providing a more accurate representation of the face …
Diffusionrig: Learning personalized priors for facial appearance editing
We address the problem of learning person-specific facial priors from a small number (eg,
20) of portrait photos of the same person. This enables us to edit this specific person's facial …
20) of portrait photos of the same person. This enables us to edit this specific person's facial …
Accurate 3d face reconstruction with weakly-supervised learning: From single image to image set
Recently, deep learning based 3D face reconstruction methods have shown promising
results in both quality and efficiency. However, training deep neural networks typically …
results in both quality and efficiency. However, training deep neural networks typically …
Disentangled and controllable face image generation via 3d imitative-contrastive learning
We propose an approach for face image generation of virtual people with disentangled,
precisely-controllable latent representations for identity of non-existing people, expression …
precisely-controllable latent representations for identity of non-existing people, expression …
Facescape: a large-scale high quality 3d face dataset and detailed riggable 3d face prediction
In this paper, we present a large-scale detailed 3D face dataset, FaceScape, and propose a
novel algorithm that is able to predict elaborate riggable 3D face models from a single image …
novel algorithm that is able to predict elaborate riggable 3D face models from a single image …
Attributing fake images to gans: Learning and analyzing gan fingerprints
Abstract Recent advances in Generative Adversarial Networks (GANs) have shown
increasing success in generating photorealistic images. But they also raise challenges to …
increasing success in generating photorealistic images. But they also raise challenges to …
Tex2shape: Detailed full human body geometry from a single image
We present a simple yet effective method to infer detailed full human body shape from only a
single photograph. Our model can infer full-body shape including face, hair, and clothing …
single photograph. Our model can infer full-body shape including face, hair, and clothing …
Learning to regress 3D face shape and expression from an image without 3D supervision
The estimation of 3D face shape from a single image must be robust to variations in lighting,
head pose, expression, facial hair, makeup, and occlusions. Robustness requires a large …
head pose, expression, facial hair, makeup, and occlusions. Robustness requires a large …