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使用MATLAB将2D图像转换为3D

[英]Converting 2D images to 3D with MATLAB

原文 2011-10-25 06:35:55 8 2 algorithm/ image-processing/ matlab

I want to convert a 2D picture to 3D with MATLAB. 我想使用MATLAB将2D图片转换为3D。

I would be happy if you introduce me some books or codes or anything that may help me to that. 如果您向我介绍一些书籍或代码，或可能对我有帮助的任何内容，我将很高兴。

2 个解决方案

2D to 3D conversion is a broad topic with very limited solutions. 2D到3D转换是一个非常有限的解决方案，是一个广泛的话题。 Problems range from scene analysis to MRI scan reconstruction. 问题范围从场景分析到MRI扫描重建。 Current algorithms may be coarsely divided into two categories depending on the input type: a single 2D image or multiple 2d images. 根据输入类型，当前算法可以粗略地分为两类：单个2D图像或多个2d图像。 Depending on the type of input, specific depth cues can be exploited, eg: binocular disparity, motion, defocus, etc. 根据输入的类型，可以利用特定的深度提示，例如：双目视差，运动，散焦等。

One of many books on the topic: "An Introduction to 3D Computer Vision Techniques and Algorithms" by Cyganek and Siebert. Cyganek和Siebert撰写的有关该主题的众多书籍之一：“ 3D计算机视觉技术和算法简介”。
"Converting 2D to 3D: A Survey" by Q Wei, 2005. ( PDF ). Q Wei，“将2D转换为3D：一种调查”，（ PDF ）。
Matlab code to render a 3D array from 2D data such as MRI. Matlab代码可从2D数据（例如MRI）渲染3D阵列。 ( vol3d.m ). （ vol3d.m ）。
Matlab tools for computer vision by Peter Kovesi. Peter Kovesi提供的用于计算机视觉的Matlab工具。 ( webpage ). （网页）。
Non-matlab solutions: Avizo http://www.vsg3d.com/vsg_prod_avizo_overview.php Amira http://www.amiravis.com/ VolView http://www.kitware.com/products/volview.html VolVis http://www.cs.sunysb.edu/~vislab/volvis_home.html Vis5D http://www.ssec.wisc.edu/~billh/vis5d.html 非matlab解决方案：Avizo http://www.vsg3d.com/vsg_prod_avizo_overview.php Amira http://www.amiravis.com/ VolView http://www.kitware.com/products/volview.html VolVis http：// /www.cs.sunysb.edu/~vislab/volvis_home.html Vis5D http://www.ssec.wisc.edu/~billh/vis5d.html

The above post gives an excellent broad overview. 上面的文章给出了很好的概述。 Some cool applications, for a single 2D image to 3D are these, mostly based on monocular depth cues are and scene structure constraints are... 这些很酷的应用程序是针对单个2D图像到3D的，主要基于单眼深度提示和场景结构约束。