Multiview phase-measuring profilometry calibration using a static target정적 타겟을 이용한 다중 시점 위상 측정법 캘리브레이션

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Phase-measuring profilometry (PMP), widely used for capturing micro-scale geometry, requires a phaseto- height calibration by illuminating multiple phase shifts on a static target of surfaces with different heights. However, it is only valid for a single-view system. When having more than one view, we must calibrate each camera and projector’s parameters separately. This additional calibration requires capturing many checkerboard images by physically rotating the target. It is cumbersome and not easily implementable within a tiny room inside a scanning instrument. In this thesis, we aim to combine these two modalities of the phase-to-height and the camera/projector parameter calibrations, enabling multiview PMP with high accuracy. To this end, we devise a novel compact, static calibration target with planar surfaces of different orientations with fiducial markers and a joint multiview optimization scheme of the projectors and the cameras. First, we automatically detect the markers to estimate plane equation parameters of different surface orientations. We then solve homography matrices of multiple planes using bundle adjustment. Given unwrapped phase measurement, we estimate the focal length, principal point, lens distortion, rotation, and translation parameters of every camera and projector. It allows us to measure depths through ray-plane intersections and combine them as a 3D object. Our method does not require physical interaction with the target during calibration. Only one static scene is required for calibration. Results validate that our calibration method enables us to combine multiview PMP measurements with high accuracy.
Advisors
Kim, Min Hyukresearcher김민혁researcher
Description
한국과학기술원 :전산학부,
Publisher
한국과학기술원
Issue Date
2023
Identifier
325007
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 전산학부, 2023.2,[iv, 30 p. :]

Keywords

Phase measuring profilometry▼a3D reconstruction▼aMulti-view▼aCalibration; 위상 측정법▼a3차원 복원▼a다중 시점▼a캘리브레이션

URI
http://hdl.handle.net/10203/309512
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=1032955&flag=dissertation
Appears in Collection
CS-Theses_Master(석사논문)
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