扩展Kinect设备的功能和相应的数据库

L. Bolecek, P. Němec, Jan Kufa, V. Rícný
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引用次数: 2

摘要

本文讨论了利用微软Kinect设备创建RGB-D数据库的问题。Kinect的主要用途之一是测量和随后创建所谓的3D场景深度图。Kinect获得的地图可以改进。有适合实验的数据库对研究是非常重要的。利用被调查景物的红外影像对景物深度图进行改进是可能的研究方向之一。但是,包含相应红外图像的Kinect数据数据库并不存在。因此,我们的目标是创建这样的数据库。我们希望通过添加立体图像来提高数据库的可用性。此外,Kinect v2也捕捉到了同样的场景。同时还研究了同时使用Kinect v1和Kinect v2对改善景深图的影响。该数据库包含转盘上的对象序列和包含多个对象的简单场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extending of the Kinect device functionality and the corresponding database
This paper deals with a creation of the RGB-D database by using Microsoft Kinect device. One of the main uses of Kinect is measurement and subsequent creation the so-called depth maps of the 3D scenes. The maps obtained by Kinect can be improved. Existence of databases suitable for the experiment is very important for research. One of the possible research directions is use of infrared version of the investigated scene for improvement of the depth map. However, the databases of the Kinect data which would contain the corresponding infrared images do not exist. Therefore, our aim was to create such database. We want to increase the usability of the database by adding stereo images. Moreover, the same scenes were captured by Kinect v2. It was also investigated the impact of simultaneous use Kinect v1 and Kinect v2 to improve depth map investigated the scene. The database contains sequences of objects on turntable and simple scenes containing several objects.
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