DocumentCode
681313
Title
The Simplification of 3D color point cloud based on voxel
Author
Zhang Ximin ; Yu Xiaoging ; Wan Wanggen ; Ma Junxing ; Lai Qingmin ; Lu Libing
Author_Institution
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
fYear
2013
fDate
19-20 Aug. 2013
Firstpage
442
Lastpage
445
Abstract
This paper gives a simplifying way of color point cloud. Firstly, we get the raw point cloud from the faro 3D Laser scanner, then we design our data structure to fit for managing the color point cloud, thirdly, utilizing statistical way we efficiently remove the outlier points and remain the inliers points. In the end, the point cloud is simplified based on voxels. Experiment shows that our method can directly manage the point cloud, and make efficient compression to the point cloud. At the same time, it can keep the color information, and the feature information is also well kept.
Keywords
data structures; feature extraction; image colour analysis; statistical analysis; 3D color point cloud simplification; Faro 3D laser scanner; color information; color point cloud management; data structure; feature information; inliers points; outlier points removal; point cloud compression; voxel; 3D point cloud; outlier points removing; voxel simplification;
fLanguage
English
Publisher
iet
Conference_Titel
Smart and Sustainable City 2013 (ICSSC 2013), IET International Conference on
Conference_Location
Shanghai
Electronic_ISBN
978-1-84919-707-6
Type
conf
DOI
10.1049/cp.2013.2032
Filename
6737834
Link To Document