Low-cost 3D surface reconstruction using Stereo camera for small object

A. Harjoko, R. M. Hujja, Lukman Awaludin
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引用次数: 5

Abstract

3D data needs in various fields has increased along with the development of simulation and modeling technology. The current technology makes interaction with 3D data becomes easier and interesting. The existence of virtual reality and 3D printers provide ease to create and display 3D objects. The existence of a 3D scanner to reconstruct a real object into a 3D digital object is one of the practical solutions to facilitate the creation of 3D data. The methods to perform 3D object reconstruction process also began to be found, such as using a single camera, stereo camera, laser beam, structured light, and the combination of these methods with various algorithms. In this study, we create a prototype of low-cost 3D surface reconstruction system with a stereo camera. The Stereo camera using image processing to generate point cloud of the object with displacement and disparity mapping process. The point of cloud from the object then connected to produce 3D surface. Reconstruction is done by applying texture from object photograph to the surface of 3D point cloud that has been reconstructed. The system made by using a low-cost web camera to test the ability to reconstruct 3D objects surface with inexpensive equipment. Testing is done by giving structured light variable using the projector. The results of this study indicate that the calibration process camera position and light conditions will determine the outcome of reconstruction where the dual camera system is very dependent on the calibration process to produce a proper reconstruction.
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利用立体相机对小物体进行低成本三维表面重建
随着仿真和建模技术的发展,各个领域对三维数据的需求不断增加。目前的技术使得与3D数据的交互变得更加容易和有趣。虚拟现实和3D打印机的存在为创建和显示3D对象提供了便利。三维扫描仪的存在将真实物体重建为三维数字物体是促进三维数据创建的实用解决方案之一。进行三维物体重建过程的方法也开始被发现,例如使用单摄像机、立体摄像机、激光束、结构光,以及这些方法与各种算法的结合。在这项研究中,我们创建了一个低成本的三维表面重建系统的原型与立体相机。立体摄像机采用图像处理对物体进行点云生成,并进行位移和视差映射处理。然后将点云从物体上连接起来产生3D表面。重建方法是将物体照片中的纹理应用于重建后的三维点云表面。该系统通过使用低成本的网络摄像头来测试用便宜的设备重建3D物体表面的能力。测试是通过使用投影仪给出结构光变量来完成的。本研究的结果表明,标定过程、摄像机位置和光照条件将决定重建的结果,其中双相机系统非常依赖于标定过程来产生适当的重建。
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