Single image 3D object reconstruction based on deep learning: A review
K Fu, J Peng, Q He, H Zhang - Multimedia Tools and Applications, 2021 - Springer
The reconstruction of 3D object from a single image is an important task in the field of
computer vision. In recent years, 3D reconstruction of single image using deep learning …
computer vision. In recent years, 3D reconstruction of single image using deep learning …
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 …
Ganfit: Generative adversarial network fitting for high fidelity 3d face reconstruction
In the past few years, a lot of work has been done towards reconstructing the 3D facial
structure from single images by capitalizing on the power of Deep Convolutional Neural …
structure from single images by capitalizing on the power of Deep Convolutional Neural …
Unrestricted facial geometry reconstruction using image-to-image translation
M Sela, E Richardson… - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
It has been recently shown that neural networks can recover the geometric structure of a
face from a single given image. A common denominator of most existing face geometry …
face from a single given image. A common denominator of most existing face geometry …
Audio-driven talking face video generation with learning-based personalized head pose
Real-world talking faces often accompany with natural head movement. However, most
existing talking face video generation methods only consider facial animation with fixed …
existing talking face video generation methods only consider facial animation with fixed …
Cnn-based real-time dense face reconstruction with inverse-rendered photo-realistic face images
With the powerfulness of convolution neural networks (CNN), CNN based face
reconstruction has recently shown promising performance in reconstructing detailed face …
reconstruction has recently shown promising performance in reconstructing detailed face …
Mononphm: Dynamic head reconstruction from monocular videos
S Giebenhain, T Kirschstein… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract We present Monocular Neural Parametric Head Models (MonoNPHM) for dynamic
3D head reconstructions from monocular RGB videos. To this end we propose a latent …
3D head reconstructions from monocular RGB videos. To this end we propose a latent …
Fast-ganfit: Generative adversarial network for high fidelity 3d face reconstruction
A lot of work has been done towards reconstructing the 3D facial structure from single
images by capitalizing on the power of Deep Convolutional Neural Networks (DCNNs). In …
images by capitalizing on the power of Deep Convolutional Neural Networks (DCNNs). In …
Photo-realistic facial details synthesis from single image
We present a single-image 3D face synthesis technique that can handle challenging facial
expressions while recovering fine geometric details. Our technique employs expression …
expressions while recovering fine geometric details. Our technique employs expression …