A multi-scale registration of urban aerial image with airborne LiDAR data

Shuo Huang; Siying Chen; Yinchao Zhang; Pan Guo; He Chen

doi:10.1117/12.2214708

A multi-scale registration of urban aerial image with airborne LiDAR data

Shuo Huang, Siying Chen^*, Yinchao Zhang, Pan Guo, He Chen

^*Corresponding author for this work

School of Optics and Photonics

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper presented a multi-scale progressive registration method of airborne LiDAR data with aerial image. The cores of the proposed method lie in the coarse registration with road networks and the fine registration method using regularized building corners. During the two-stage registration, the exterior orientation parameters (EOP) are continually refined. By validation of the actual flight data of Dunhuang, the experimental result shows that the proposed method can obtain accurate results with low-precision initial EOP, also improve the automatic degree of registration.

Original language	English
Title of host publication	Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015
Editors	Daren Lv, Lijun Wang, Libin Xiang, Michael I. Petelin, Guangjin Zhang, Songlin Zhuang, Shenggang Liu
Publisher	SPIE
ISBN (Electronic)	9781628418804
DOIs	https://doi.org/10.1117/12.2214708
Publication status	Published - 2015
Event	International Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy - Harbin, China Duration: 23 Jul 2015 → 25 Jul 2015

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	9795
ISSN (Print)	0277-786X
ISSN (Electronic)	1996-756X

Conference

Conference	International Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy
Country/Territory	China
City	Harbin
Period	23/07/15 → 25/07/15

Keywords

Aerial image
Airborne LiDAR
Corner feature
Multi-scale registration
Road network

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10.1117/12.2214708

Cite this

Huang, S., Chen, S., Zhang, Y., Guo, P., & Chen, H. (2015). A multi-scale registration of urban aerial image with airborne LiDAR data. In D. Lv, L. Wang, L. Xiang, M. I. Petelin, G. Zhang, S. Zhuang, & S. Liu (Eds.), Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015 Article 979518 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9795). SPIE. https://doi.org/10.1117/12.2214708

Huang, Shuo ; Chen, Siying ; Zhang, Yinchao et al. / A multi-scale registration of urban aerial image with airborne LiDAR data. Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015. editor / Daren Lv ; Lijun Wang ; Libin Xiang ; Michael I. Petelin ; Guangjin Zhang ; Songlin Zhuang ; Shenggang Liu. SPIE, 2015. (Proceedings of SPIE - The International Society for Optical Engineering).

@inproceedings{8ee975b7b017475bbc722ec0e7be298f,

title = "A multi-scale registration of urban aerial image with airborne LiDAR data",

abstract = "This paper presented a multi-scale progressive registration method of airborne LiDAR data with aerial image. The cores of the proposed method lie in the coarse registration with road networks and the fine registration method using regularized building corners. During the two-stage registration, the exterior orientation parameters (EOP) are continually refined. By validation of the actual flight data of Dunhuang, the experimental result shows that the proposed method can obtain accurate results with low-precision initial EOP, also improve the automatic degree of registration.",

keywords = "Aerial image, Airborne LiDAR, Corner feature, Multi-scale registration, Road network",

author = "Shuo Huang and Siying Chen and Yinchao Zhang and Pan Guo and He Chen",

note = "Publisher Copyright: {\textcopyright} 2015 SPIE.; International Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy ; Conference date: 23-07-2015 Through 25-07-2015",

year = "2015",

doi = "10.1117/12.2214708",

language = "English",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

publisher = "SPIE",

editor = "Daren Lv and Lijun Wang and Libin Xiang and Petelin, {Michael I.} and Guangjin Zhang and Songlin Zhuang and Shenggang Liu",

booktitle = "Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015",

address = "United States",

}

Huang, S, Chen, S, Zhang, Y, Guo, P & Chen, H 2015, A multi-scale registration of urban aerial image with airborne LiDAR data. in D Lv, L Wang, L Xiang, MI Petelin, G Zhang, S Zhuang & S Liu (eds), Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015., 979518, Proceedings of SPIE - The International Society for Optical Engineering, vol. 9795, SPIE, International Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy, Harbin, China, 23/07/15. https://doi.org/10.1117/12.2214708

A multi-scale registration of urban aerial image with airborne LiDAR data. / Huang, Shuo; Chen, Siying; Zhang, Yinchao et al.
Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015. ed. / Daren Lv; Lijun Wang; Libin Xiang; Michael I. Petelin; Guangjin Zhang; Songlin Zhuang; Shenggang Liu. SPIE, 2015. 979518 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 9795).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A multi-scale registration of urban aerial image with airborne LiDAR data

AU - Huang, Shuo

AU - Chen, Siying

AU - Zhang, Yinchao

AU - Guo, Pan

AU - Chen, He

PY - 2015

Y1 - 2015

N2 - This paper presented a multi-scale progressive registration method of airborne LiDAR data with aerial image. The cores of the proposed method lie in the coarse registration with road networks and the fine registration method using regularized building corners. During the two-stage registration, the exterior orientation parameters (EOP) are continually refined. By validation of the actual flight data of Dunhuang, the experimental result shows that the proposed method can obtain accurate results with low-precision initial EOP, also improve the automatic degree of registration.

AB - This paper presented a multi-scale progressive registration method of airborne LiDAR data with aerial image. The cores of the proposed method lie in the coarse registration with road networks and the fine registration method using regularized building corners. During the two-stage registration, the exterior orientation parameters (EOP) are continually refined. By validation of the actual flight data of Dunhuang, the experimental result shows that the proposed method can obtain accurate results with low-precision initial EOP, also improve the automatic degree of registration.

KW - Aerial image

KW - Airborne LiDAR

KW - Corner feature

KW - Multi-scale registration

KW - Road network

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U2 - 10.1117/12.2214708

DO - 10.1117/12.2214708

M3 - Conference contribution

AN - SCOPUS:84963758300

T3 - Proceedings of SPIE - The International Society for Optical Engineering

BT - Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015

A2 - Lv, Daren

A2 - Wang, Lijun

A2 - Xiang, Libin

A2 - Petelin, Michael I.

A2 - Zhang, Guangjin

A2 - Zhuang, Songlin

A2 - Liu, Shenggang

PB - SPIE

T2 - International Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy

Y2 - 23 July 2015 through 25 July 2015

ER -

Huang S, Chen S, Zhang Y, Guo P, Chen H. A multi-scale registration of urban aerial image with airborne LiDAR data. In Lv D, Wang L, Xiang L, Petelin MI, Zhang G, Zhuang S, Liu S, editors, Selected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015. SPIE. 2015. 979518. (Proceedings of SPIE - The International Society for Optical Engineering). doi: 10.1117/12.2214708

A multi-scale registration of urban aerial image with airborne LiDAR data

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