论文地址: https://openaccess.thecvf.com/content_ICCV_2019/html/Zheng_DeepHuman_3D_Human_Reconstruction_From_a_Single_Image_ICCV_2019_paper.html作者:Zerong Zheng, Tao Yu, Yixuan Wei, Qionghai Dai, …
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng∗ Tao Yu∗ † Yixuan Wei∗ Qionghai Dai∗ ∗ Tsinghua University † Beihang University Yebin Liu∗ Abstract We propose DeepHuman, an image-guided volume-to- volume translation CNN for 3D human reconstruction from a ...
single image reconstructionThis paper proposes the use of an end-to-end Convolutional Neural Network for direct reconstruction of the 3D geometry of humans via volumetric regression. The proposed method does not require the fitting of a shape model and can be trained to work from a variety of ...
3D人体重建从单张图中-DeepHuman: 3D Human Reconstruction from a Single Image,论文链接:http://www.liuyebin.com/deephuman/assets/DeepHuman.pdf摘要我们提出深度人体,一个图像导向
论文分享:《TripoSR: Fast 3D Object Reconstruction from a Single Image》 zZZ 10 人赞同了该文章 论文地址:arxiv.org/pdf/2403.0215 一、文章总结: 摘要 TripoSR是一个基于变换器(transformer)架构的3D重建模型,专注于快速前馈3D生成。 该模型在公共数据集上的评估显示,与其它开源替代方案相比,无论是定量还是...
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 ...
TetraTSDF: 3D Human Reconstruction from A Single Image with A Tetrahedral Outer Shell. Hayato Onizuka, Zehra Hayirci, Diego Thomas, Akihiro Sugimoto, Hideaki Uchiyama, Rin-ichiro Taniguchi. CVPR 2020. [PDF] [Code] Multi-View Consistency Loss for Improved Single-Image 3D Reconstruction of Clothed...
3D human pose estimation from a single image is a challenging problem due to occlusion, viewpoint variance, and the ill-posed nature of back projection. We follow a standard two-step pipeline which first detects 2D joint locations and uses them to infer 3D pose. For the first step, we use...
3D【3】人脸重建:Image Based 3D Face Reconstruction: A Survey阅读笔记,程序员大本营,技术文章内容聚合第一站。
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...