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Proceedings Paper

A modified algorithm for generation of 3D GVF field from point cloud
Author(s): Shoubin Liu; Wenguang Niu
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Paper Abstract

This paper presents an algorithm for generation of a force field from point cloud in three-dimensional space. The force field is calculated based on the approach of gradient vector flow (GVF). Therefore, the force field is named as 3D GVF field. By converting the point cloud into a 3D edge image, the algorithm diffuses the gradient of 3D edge image along the gradient direction of 3D edge image. The generated 3D GVF field of point cloud can be further used for point cloud processing such as segmentation, reparation or recognition.

Paper Details

Date Published: 15 November 2011
PDF: 7 pages
Proc. SPIE 8335, 2012 International Workshop on Image Processing and Optical Engineering, 83351O (15 November 2011); doi: 10.1117/12.917806
Show Author Affiliations
Shoubin Liu, Harbin Institute of Technology (China)
Wenguang Niu, Harbin Institute of Technology (China)


Published in SPIE Proceedings Vol. 8335:
2012 International Workshop on Image Processing and Optical Engineering
Hai Guo; Qun Ding, Editor(s)

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