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...
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, …
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...
A Point Set Generation Network for 3D object Reconstruction from a Single Image 一个从单张图像中重建三维物体的点集生成网络 Abstract 摘要 Generating of 3D data by deep neural networks has been attracting increasing attention in the research community. The majority of extant works resort to regular re...
PointOutNet structure 网络分为3个版本,输入都为二维图像I和一个用来使系统产生分布式输出的随机向量r,输出为N * 3的矩阵M。 vanilla version vanilla version分为Encoder(编码器)和Predictor(预测器),Encoder由卷积层和ReLU层组成,随机向量r干扰了图像I的预测,Predictor由全连接网络生成N个点的坐标。
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
A Point Set Generation Network for 3D Object Reconstruction From a Single Image, 2017 该方法是用点云做三维重建的开山之作,最大贡献在于解决了训练点云网络时候的损失问题,因为相同的几何形状可能在相同的近似程度上可以用不同的点云表示,如何用恰当的损失函数来进行衡量一直是基于深度学习用点云进行三维重建方...
ReconstructionSingle Image3D object reconstruction from single images has extensive applications in multimedia. Most of existing related methods only recover rough 3D objects and the objects are often required to be interconnected. In this paper, we propose a novel method which uses a set of ...
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction”。
3D reconstruction from a single image using geometric constraints 热度: 3-d depth reconstruction from a single still image 热度: Make3D Learning 3D Scene Structure from a Single Still Image 热度: 相关推荐 1 BayesianReconstructionof3DShapesand ScenesFromASingleImage FengHanandSong-ChunZhu ...