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Circular Laser/Camera-based attitude and altitude estimation: minimal and robust solutions
- Source :
- Journal of Mathematical Imaging and Vision, Journal of Mathematical Imaging and Vision, Springer Verlag, 2018, 60 (3), pp.382-400. 〈10.1007/s10851-017-0764-y〉, Journal of Mathematical Imaging and Vision, Springer Verlag, 2018, 60 (3), pp.382-400. ⟨10.1007/s10851-017-0764-y⟩, Journal of Mathematical Imaging and Vision, 2018, 60 (3), pp.382-400. ⟨10.1007/s10851-017-0764-y⟩
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- International audience; This paper proposes a basic structured light system for pose estimation. It consists of a circular laser pattern and a camera rigidly attached to the laser source. We develop a geometric modeling that allows to efficiently estimate the pose at scale of the system, relative to a reference plane onto which the pattern is projected. Three different robust estimation strategies, including two minimal solutions are also presented with this geometric formulation. Synthetic and real experiments are performed for a complete evaluation, both quantitatively and qualitatively, according to different scenarios and environments. We also show that the system can be embedded for UAV experiments.
- Subjects :
- Statistics and Probability
Conic
Scale (ratio)
Computer science
Epipolar geometry
02 engineering and technology
3D pose estimation
[ INFO.INFO-CV ] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
Robust pose estimation
law.invention
law
0202 electrical engineering, electronic engineering, information engineering
Computer vision
Pose
ComputingMilieux_MISCELLANEOUS
business.industry
Applied Mathematics
Structured light
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
020207 software engineering
Condensed Matter Physics
Laser
Conic section
Modeling and Simulation
020201 artificial intelligence & image processing
Geometry and Topology
Computer Vision and Pattern Recognition
Artificial intelligence
Geometric modeling
business
Subjects
Details
- Language :
- English
- ISSN :
- 09249907 and 15737683
- Database :
- OpenAIRE
- Journal :
- Journal of Mathematical Imaging and Vision, Journal of Mathematical Imaging and Vision, Springer Verlag, 2018, 60 (3), pp.382-400. 〈10.1007/s10851-017-0764-y〉, Journal of Mathematical Imaging and Vision, Springer Verlag, 2018, 60 (3), pp.382-400. ⟨10.1007/s10851-017-0764-y⟩, Journal of Mathematical Imaging and Vision, 2018, 60 (3), pp.382-400. ⟨10.1007/s10851-017-0764-y⟩
- Accession number :
- edsair.doi.dedup.....77e6ca2ae4444a09b4439bd8f8bdae2f
- Full Text :
- https://doi.org/10.1007/s10851-017-0764-y〉