We represent the head geometry with a parametric 3D face model together with a depth map for other head regions including hair and ear A two-step geometry
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[PDF] Rapid Interactive 3D Reconstruction from a Single Image - Christian
We present i23, an algorithm to reconstruct a 3D model from a single image taken with a normal photo camera It is based off an automatic machine learning
[PDF] Deep 3D Portrait From a Single Image - CVF Open Access
We represent the head geometry with a parametric 3D face model together with a depth map for other head regions including hair and ear A two-step geometry
[PDF] Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images
produces mesh model with better details, but also achieves higher 3D shape esti- pose an algorithm to extract a 3D triangular mesh from a single color image
[PDF] Multi-view 3D Models from Single Images with a Convolutional
The ability to infer a 3D model of an object from a single image is necessary for human-level scene understanding Despite the large success of deep learning in
[PDF] Single Image 3D Without a Single 3D Image
Our approach treats images as a combination of a 3D model (3D structure) with canonical textures (style) applied on top In this paper, we learn style elements that
Single Image 3D Model Reconstruction and Photorealistic Texturing
We present a generative adversarial model for single photo 3D reconstruction and high resolution texturing Our framework lever- ages a neural renderer and a
[PDF] Rapid Interactive 3D Reconstruction from a Single Still Image
In our preliminary ex- periments, 1238 users created good 3D models for 84 of the 3775 images they uploaded Keywords: Image-based Modeling, Single Image
[PDF] From Images to 3D Models
A simple example consists of taking a picture to use it as a texture map for a 3D model However, not only the appearance, but also the 3D shape can be extracted
[PDF] Make3D: Learning 3D Scene Structure from a Single Still Image
We have also extended our model to produce large scale 3d models from a few images 1 Index Terms—Machine learning, Monocular vision, Learning depth
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