3d head from single image

A two-step geometry learning scheme is proposed to learn 3D head reconstruction from in-the-wild face images, where we first learn face shape on single images 

Index Terms—Computer vision, photometry, shape from shading, 3D reconstruction, lighting, single images, face, depth reconstruc- tion 3 1 INTRODUCTION

An automated algorithm for aligning a 3D face model to a single image has been proposed by Gu and Kanade [14] Based on a Morphable Model of 3D shape 

surface texture of a human face from a single image The method draws on a general flexible 3D face model which is “learned” from examples of individual 

To support the ability of our method to reliably reconstruct 3D shapes, we introduce a simple method for head pose es- timation using a single image that reaches 

A two-step geometry learning scheme is proposed to learn 3D head reconstruction from in-the-wild face images, where we first learn face shape on single images 

Figure 1: Our single image to 3D reconstruction results compared with related referenced works Robustness and feature-preservation are two major components 

3D Wrinkle Reconstruction, Face Analysis, Optimization 1 INTRODUCTION Reconstructing the 3D human geometry from RGB images has been extensively  

We propose a method that reconstructs individual 3D shapes from multiple single images of one person, judges their quality and then combines the best of all 

to assist the reconstruction of the 3D face Thus it makes the area of 3D shape reconstruction from 2D images a complex and a problematic one The topic, 3D