Skip to main navigation Skip to search Skip to main content

Hong-tan based ICP registration for partially overlapping range images

  • Xiaojun Wu*
  • , Jia Chen
  • , Michael Yu Wang
  • , Xuanfu Li
  • , Peizhi Wen
  • *Corresponding author for this work
  • Harbin Institute of Technology Shenzhen
  • Chinese University of Hong Kong
  • Guilin Electronics University of Sciences and Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Automatic registration of partially overlapping range images is the core issue of various 3D laser scanning based reconstruction systems. Inspired by the use of twist to parameterize rigid motion in Hong-Tan workpiece localization algorithm, we present HongTan based ICP (Iterated Closest Point) automatic registration algorithm (HT-ICP) for partially overlapping range images. Using the range images from Stanford 3D Scanning Repository, we compare HT-ICP with the original ICP algorithm and its main variants, and experimental results show that the HT-ICP algorithm can improve both the accuracy and speed of registration. Based on a mesh error measure tool, we measure the error between reconstruction result and benchmark, and experimental results demonstrate that HT-ICP algorithm is sufficient for practical 3D reconstruction applications in industry.

Original languageEnglish
Title of host publicationProceedings of VRCAI 2011
Subtitle of host publicationACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications to Industry
Pages301-306
Number of pages6
DOIs
StatePublished - 2011
Externally publishedYes
Event10th International Conference on Virtual Reality Continuum and Its Applications in Industry, VRCAI'11 - Hong Kong, China
Duration: 11 Dec 201112 Dec 2011

Publication series

NameProceedings of VRCAI 2011: ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications to Industry

Conference

Conference10th International Conference on Virtual Reality Continuum and Its Applications in Industry, VRCAI'11
Country/TerritoryChina
CityHong Kong
Period11/12/1112/12/11

Keywords

  • 3D laser scanning system
  • Hong-Tan workpiece localization algorithm
  • ICP
  • Twist

Fingerprint

Dive into the research topics of 'Hong-tan based ICP registration for partially overlapping range images'. Together they form a unique fingerprint.

Cite this