Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era 深度学习领域基于图像的三维物体重建最新方法及未来趋势综述 论文下载:https://arxiv.org/abs/1906.06543 摘要:三维重建是计算机视觉计算机图形学和机器学习等领域几十年来一个不适定问题。从2015年开始使用CNN解决基于图...
如此优秀的研究,其应用领域之广那是不言而喻,所以我决定好好的把近几年基于图像构建3D的文献了解一下,并且把读文献时的一些笔记和文献摘要也分享在这个专栏里,而第一篇文献我找的是该领域的一篇综述论文:《Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era》( 基...
Image-based 3d surface reconstruction by combination of photometric, geometric, and real-aperture models - d’Angelo, Wöhler - 2007P. d'Angelo and C. Wo¨hler, "Image-based 3d surface reconstruction by combination of photometric, geomet- ric, and real-aperture models," ISPRS J. Phot. ...
Given a set of photographs, the goal ofimage-based 3D reconstructionalgorithms is to estimate the most likely 3D shape that explains those photographs. Multi-view stereo (MVS)is the general term given to a group of techniques that use stereo correspondence as their main cue and use more than ...
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。
Some reconstructed object models are presented to demonstrate the superior performance of our system as compared with the conventional modeling technique based on the photo-consistency in the image space. 展开 关键词: 3D reconstruction image-based modeling shape-from-silhouette volumetric modeling photo-...
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...
The reconstruction of 3D object from a single image is an important task in the field of computer vision. In recent years, 3D reconstruction of single image using deep learning technology has achieved remarkable results. Traditional methods to reconstruct 3D object from a single image require prior...
PDF:Attention-based 3D Object Reconstruction from a Single Image Abstract Recently, learning-based approaches for 3D reconstruction from 2D images have gained popularity due to its modern applications, e.g., 3D printers, autonomous robots, self-driving cars, virtual reality, and augmented reality. ...
et al. 3D hand reconstruction from a single image based on biomechanical constraints. Vis Comput 37, 2699–2711 (2021). https://doi.org/10.1007/s00371-021-02250-y Download citation Accepted04 July 2021 Published27 July 2021 Issue DateSeptember 2021 DOIhttps://doi.org/10.1007/s00371-021-...