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, …
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 ...
DeepHuman: 3D Human Reconstruction From a Single Image. In ICCV, 2019. 基本原理及评价: 带衣服人体表示:voxel grid occupancy; 思路1:预测 voxel grid 每个格子是否在 body 内部; 优势:适用于任意 pose,可建模复杂外观如长发裙子 问题:需要另外估纹理;分辨率较低;过度依赖扫描 3D 人体真值来训练网络;后期需要...
3D Human Body Reconstruction from a Single Image via Volumetric Regression Aaron S. Jackson 1, Chris Manafas 2, Georgios Tzimiropoulos 1 1 School of Computer Science, The University of Nottingham, Nottingham, UK {aaron.jackson,yorgos.tzimiropoulos}@nottingham.ac....
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 ...
2、Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single-view Images 文章链接:https://arxiv.org/pdf/2003.12753.pdf论文主要开源了单视图图像重建3D服装的数据集 3、Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction ...
ambient illumination from solar background. Most pixels present two surfaces, except for those in the left and right borders of the camouflage, where there is only one return per pixel. A maximum number of three surfaces per pixel can be found in some parts of the contour of the human ...
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...
In this work, we propose a novel clothed human reconstruction method called GaussianBody, based on 3D Gaussian Splatting. Compared with the costly neural radiance based models, 3D Gaussian Splatting has recently demonstrated great performance in terms of training time and rendering quality. However,...