论文题目:《Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression》 年份:2017年 主要贡献(思想):通过end-to-end CNN(Encoder-Decoder结构),直接回归二值3D volumetric来重建3D 人脸网格。 实现细节: volumetric representation 论文中不是直接去回归3D mesh坐标点(这样很难...
3D Face Reconstruction3D Face ModelingThis paper presents a technique to reconstruct a 3D human face from a single shaded face image. The core idea of this work is to find a possible relationship between an image subspace and a 3D subspace. In this work, the subspaces are created by ...
7、Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric(2017) 8、Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network(PRNet,ECCV2018) 9、Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised...
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression 该文献采用一个新型的VRN网络对任意的面部姿势和表情的2D图片进行3D面部重建,并绕过3D可变模型的构造(在训练期间)和拟合(在测试期间)。 volumetric representation 文献中是通过CNN回归来预测3D面部的顶点,直接对所有的3D面部...
Dense 3D facial reconstruction from a single depth image in unconstrained environment3D interpolationThree-dimensional image acquisitionThree-dimensional sensingVirtual faceWith the increasing demands of applications in virtual reality such as 3D films, virtual Human-Machine Interactions and virtual agents, ...
3D【4】人脸重建:Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric,程序员大本营,技术文章内容聚合第一站。
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image markdown 目标 论文理解 论文序列 5)PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image 目标 图片中的主要平面提取出来。 为什么能够提取到平面? 我们知道人眼能够从图像看到其基本的架构,主要的平面架构也能推导出来,神经网络是...
3D Face Reconstruction from a Single Image Using a Single Reference Face Shape 在大部分SFS方法中,都假设所考虑表面具有均匀反照率和反射率,且光源的方向要么已知,要么可以使用参考目标标假设定得到。在假设光源和观察者都在远处的前提下,亮度的变化(辐照度方程)变成单纯的局部表面方向的函数, ...
3DFaceReconstruction This is an online demo of our paperLarge Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression. Take a look at ourproject websiteto read the paper and get the code. Please use a (close to) frontal image, or the face detector won't see...
感觉这篇论文就是VRNet (论文Large Pose 3D Face Reconstruction from a Single Image via Directi Volumetric CNN Regression)的改进。因为这篇论文(PRNet)生成的尺寸大小为256x256x3 = 196608,而VRNet生成的尺寸为192x192x200=7372800,是PRNet的37.5倍,所以PRNet通过生成UV position map来重构3D人脸,可以进一步降...