论文分享:《TripoSR: Fast 3D Object Reconstruction from a Single Image》 zZZ 11 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
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...
3D 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 interconnedoi:10.1007/978-3-642-37447-0_21Changqing Zou...
介绍了TripoSR,这是一个利用Transformer架构实现快速前向3D生成的3D重建模型,在不到0.5秒的时间内从单个图像中生成3D网格。TripoSR: Fast 3D Object Reconstruction from a Single Image Dmitry Tochilkin, Davi…
3D Object Reconstruction from A Single Image The competition is part of the workshop 3D Aritificial Intelligence Challenge through 3D-FUTURE Benchmark at IJCAI-PRICAI 2020. 1. Background The geometry and vision community has put tremendous efforts into 3D object modeling over the past decade, and...
为实现这一目标,作者提出了一种新的公式来表示物体与地面的关系。在未见过的物体和行人数据集以及网络图片上的定性和定量结果表明,作者的模型具有鲁棒性和灵活性,这标志着向野外单图像物体几何估计迈出了重要一步。 参考 [1].Floating No More: Object-Ground Reconstruction from a Single Image....
本文参考了:High Quality 3D Object Reconstruction from a Single Color Image 相关论文连接: 1、Hierarchical Surface Prediction for 3D Object Reconstruction(Christian Häne等) 2、3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction(Choy等) ...
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...
Segmentation”和“A Point Set Generation Network for 3D Object Reconstruction from a Single Image”...
Bayesian Reconstruction of 3D Shapes and Scenes From A Single Image(从单个图像进行3D形状和场景的贝叶斯重构) 热度: 3D reconstruction from a single image using geometric constraints 热度: 3-d depth reconstruction from a single still image 热度: ...