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conference paper

Fusion of Photo with Airborne Laser Scanning

Clédat, Emmanuel  
•
Skaloud, Jan  
2020
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
XXIV ISPRS Congress (2020 edition)

Photogrammetry and Laser-Scanning are usually considered as complementary. Integration of these two observation methods has the potential to blend their individual advantages. The resulting benefit is likely to be higher in drone airborne mapping, which payload capacity (and thus the quality of the embedded IMU) is limited. Thus, the trajectory computed by the IMU is subject to important time-dependent errors: even if the global attitude is less adequate, it is self-coherent locally. For this reason, we propose a close integration of Photogrammetry with Laser-Scanning based on the correction of time-dependent error of the trajectory with the help of the image observations acquired by the camera. Apart from the trajectory, this hybridization requires optical correspondences between image and Laser measurements. Such full set of input data is rigorously fused together in a Bundle-Adjustment in order to better determine the trajectory, and thus the resulting point-cloud. The presented theory was practically evaluated in an airborne case against a reference solution.

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Type
conference paper
DOI
10.5194/isprs-annals-V-1-2020-173-2020
Author(s)
Clédat, Emmanuel  
•
Skaloud, Jan  
Date Issued

2020

Published in
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Volume

V-1-2020

Start page

173

End page

180

Subjects

Photogrammetry

•

Laser-Scanning

•

LIDAR

•

Hybridizing

•

IMU

•

time-dependent errors

•

UAVs

•

Topomapp

Note

This work is distributed under the Creative Commons Attribution 4.0 License.

Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
TOPO  
Event nameEvent placeEvent date
XXIV ISPRS Congress (2020 edition)

[Virtual event]

August 31 - September 2, 2020

RelationURL/DOI

IsIdenticalTo

https://doi.org/10.5194/isprs-annals-V-1-2020-173-2020
Available on Infoscience
September 2, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/171285
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