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Abstract

A point cloud is a set of data points in some coordinate system. Point clouds may be created by Three Dimensions scanners. These devices measure in an automatic way a large number of points on the surface of an object, and often output a point cloud as a data file. The point cloud represents the set of points that the device has measured. Using Microsoft Kinect to obtain the depth body data and get the depth image. In this paper, the function and the depth scanning principle of the Microsoft Kinect has been researched. The concept of Point cloud has been also introduced. Point cloud data processing has been proposed in the paper. First, the depth data obtained by Kinect are transformed into the form of Three Dimensions point cloud to store and visualize. And then, make rejections, filtering, and simplification for point cloud. Finally In the process of simplification, we take the advantage of the minimum distance method and the angular deviation method, an improved self-adapting method of simplification was introduced in the paper.

Keywords

Point Cloud Depth Image Voice Recognition Point Cloud Data Depth Sensor 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
  2. 2.
    Fujimoto, M., Kariya, K.: An improved method for digitized data reduction using an angle parameter. Measurement 12(2), 113–122 (1993)CrossRefGoogle Scholar
  3. 3.
    Martin, R.R., Stroud, I.A., Marshall, A.D.: Data reduction for reverse engineering. RECCAD,Deliverable Document 1 COPERNICUS project, No 1068. Computer and Automation Institute of Hungarian Academy of Scinece (January 1996)Google Scholar
  4. 4.
    Veron, P., Léon, J.C.: Static polyhedron simplification using error measurements. Computer- Aided Design 29(4), 287–298 (1997)CrossRefGoogle Scholar
  5. 5.
    Song, S.: Research on 3D body reconstruction and measurement techniques based on Kinect. Donghua University Master Dissertation 30, 31 (2013)Google Scholar

Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Qi Luo
    • 1
  1. 1.College of Sports Engineering and Information TechnologyWuhan Sports UniversityChina

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