Presentation 2012-02-20
Detection of 3D Points on Moving Objects from Point Cloud Data Based on Luminance Variation for 3D Modeling of Outdoor Environments
Tsunetake KANATANI, Hideyuki KUME, Takafumi TAKETOMI, Tomokazu SATO, Naokazu YOKOYA,
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Abstract(in English) A 3D modeling technique for an urban environment can be applied to several applications such as landscape simulation, navigation, and mixed reality. In this field, firstly, the target environment is measured by using several sensors (laser rangefinder, cameras, GPS, and gyro). The 3D model of the environment is then constructed based on the result of the 3D measurement. In this 3D modeling process, 3D points which exist on moving objects become an obstacle to construct accurate 3D model. In order to solve this problem, in this report, we propose a method for detection of 3D points on moving objects from 3D point cloud data using omnidirectional images. In our method, 3D points on moving objects are detected based on luminance variation obtained by projecting 3D points onto omnidirectional images.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Outdoor Environment / 3D Modeling / 3D Point Cloud Data / Moving Objects / HSV model
Paper # ITS2011-42,IE2011-118
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Conference Information
Committee ITS
Conference Date 2012/2/13(1days)
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Paper Information
Registration To Intelligent Transport Systems Technology (ITS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Detection of 3D Points on Moving Objects from Point Cloud Data Based on Luminance Variation for 3D Modeling of Outdoor Environments
Sub Title (in English)
Keyword(1) Outdoor Environment
Keyword(2) 3D Modeling
Keyword(3) 3D Point Cloud Data
Keyword(4) Moving Objects
Keyword(5) HSV model
1st Author's Name Tsunetake KANATANI
1st Author's Affiliation Hyogo Prefectural Institute of Technology:Nara Institute of Science and Technology()
2nd Author's Name Hideyuki KUME
2nd Author's Affiliation Nara Institute of Science and Technology
3rd Author's Name Takafumi TAKETOMI
3rd Author's Affiliation Nara Institute of Science and Technology
4th Author's Name Tomokazu SATO
4th Author's Affiliation Nara Institute of Science and Technology
5th Author's Name Naokazu YOKOYA
5th Author's Affiliation Nara Institute of Science and Technology
Date 2012-02-20
Paper # ITS2011-42,IE2011-118
Volume (vol) vol.111
Number (no) 441
Page pp.pp.-
#Pages 6
Date of Issue