Xiaoli Liu

Dr. Xiaoli Liu


Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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17 September 2015 in Optics Express
Verified
Journal Article
Open access
PDF file
ZCZewei Cai
Zewei Cai
XLXiaoli Liu
Xiaoli Liu
HJHao Jiang
Hao Jiang
DHDong He
Dong He
XPXiang Peng
Xiang Peng
ZZZonghua Zhang
Zonghua Zhang
This paper makes use of Hilbert transform to analyze and compensate the phase error caused by the nonlinear effect in phase shifting profilometry (PSP). The characteristics of the phase error distribution in Hilbert transform domain was analyzed and compared with spatial domain. A simple and flexible phase error compensation method was proposed to directly process the phase-shifting fringe images without any auxiliary conditions or complicated computation. Experimental results demonstrated that the phase error can be reduced by about 80% in three-step PSP, and more than 95% in four or more step PSP, which verified the effectiveness, flexibility, robustness and automation of the proposed phase error compensation method.

25 August 2016 in Optics Express
Verified
Journal Article
Open access
PDF file
ZCZewei Cai
Zewei Cai
XLXiaoli Liu
Xiaoli Liu
XPXiang Peng
Xiang Peng
YYYongkai Yin
Yongkai Yin
ALAmeng Li
Ameng Li
BGBruce Z. Gao
Bruce Z. Gao
In this paper, we propose a method by means of light field imaging under structured illumination to deal with high dynamic range 3D imaging. Fringe patterns are projected onto a scene and modulated by the scene depth then a structured light field is detected using light field recording devices. The structured light field contains information about ray direction and phase-encoded depth, via which the scene depth can be estimated from different directions. The multidirectional depth estimation can achieve high dynamic 3D imaging effectively. We analyzed and derived the phase-depth mapping in the structured light field and then proposed a flexible ray-based calibration approach to determine the independent mapping coefficients for each ray. Experimental results demonstrated the validity of the proposed method to perform high-quality 3D imaging for highly and lowly reflective surfaces.

15 March 2018 in Optics Express
Verified
Journal Article
Open access
PDF file
ZCZewei Cai
Zewei Cai
XLXiaoli Liu
Xiaoli Liu
XPXiang Peng
Xiang Peng
BGBruce Z. Gao
Bruce Z. Gao
In previous work, we presented a structured light field (SLF) method combining light field imaging with structured illumination to perform multi-view depth measurement. However, the previous work just accomplishes depth rather than 3D reconstruction. In this paper, we propose a novel active method involving ray calibration and phase mapping, to achieve SLF 3D reconstruction. We performed the ray calibration for the first time to determine each light field ray with metric spatio-angular parameters, making the SLF realize multi-view 3D reconstruction. Based on the ray parametric equation, we further derived the phase mapping in the SLF that spatial coordinates can be directly mapped from phase. A flexible calibration strategy was correspondently designed to determine mapping coefficients for each light field ray, achieving high-efficiency SLF 3D reconstruction. Experimental results demonstrated that the proposed method was suitable for high-efficiency multi-view 3D reconstruction in the SLF.

17 January 2017 in Optics Express
Verified
Journal Article
Open access
PDF file
ZCZewei Cai
Zewei Cai
XLXiaoli Liu
Xiaoli Liu
ALAmeng Li
Ameng Li
QTQijian Tang
Qijian Tang
XPXiang Peng
Xiang Peng
BGBruce Z. Gao
Bruce Z. Gao
Two major methods for 3D reconstruction in fringe projection profilometry, phase-height mapping and stereovision, have their respective problems: the former has low-flexibility in practical application due to system restrictions and the latter requires time-consuming homogenous points searching. Given these limitations, we propose a phase-3D mapping method developed from back-projection stereovision model to achieve flexible and high-efficient 3D reconstruction for fringe projection profilometry. We showed that all dimensional coordinates (X, Y, and Z), but not just the height coordinate (Z), of a measured point can be mapped from phase through corresponding rational functions directly and independently. To determine the phase-3D mapping coefficients, we designed a flexible two-step calibration strategy. The first step, ray reprojection calibration, is to determine the stereovision system parameters; the second step, sampling-mapping calibration, is to fit the mapping coefficients using the calibrated stereovision system parameters. Experimental results demonstrated that the proposed method was suitable for flexible and high-efficient 3D reconstruction that eliminates practical restrictions and dispenses with the time-consuming homogenous point searching.

19 August 2020 in Light: Science & Applications
Verified
Journal Article
Open access
PDF file
ZCZewei Cai
Zewei Cai
JCJiawei Chen
Jiawei Chen
GPGiancarlo Pedrini
Giancarlo Pedrini
WOWolfgang Osten
Wolfgang Osten
XLXiaoli Liu
Xiaoli Liu
XPXiang Peng
Xiang Peng
Microlens array-based light-field imaging has been one of the most commonly used and effective technologies to record high-dimensional optical signals for developing various potential high-performance applications in many fields. However, the use of a microlens array generally suffers from an intrinsic trade-off between the spatial and angular resolutions. In this paper, we concentrate on exploiting a diffuser to explore a novel modality for light-field imaging. We demonstrate that the diffuser can efficiently angularly couple incident light rays into a detected image without needing any lens. To characterize and analyse this phenomenon, we establish a diffuser-encoding light-field transmission model, in which four-dimensional light fields are mapped into two-dimensional images via a transmission matrix describing the light propagation through the diffuser. Correspondingly, a calibration strategy is designed to flexibly determine the transmission matrix, so that light rays can be computationally decoupled from a detected image with adjustable spatio-angular resolutions, which are unshackled from the resolution limitation of the sensor. The proof-of-concept approach indicates the possibility of using scattering media for lensless four-dimensional light-field recording and processing, not just for two- or three-dimensional imaging.

25 November 2015 in Applied Optics
Verified
Journal Article
Closed access
PDF file
JPJunzheng Peng
Junzheng Peng
MWMeng Wang
Meng Wang
DDDingnan Deng
Dingnan Deng
XLXiaoli Liu
Xiaoli Liu
YYYongkai Yin
Yongkai Yin
XPXiang Peng
Xiang Peng
To increase the measurement range of 3D microscopy, Scheimpflug adjustment, in which the imaging plane is tilted with respect to the telecentric lens plane, is often employed. However, the inclined imaging plane will introduce certain distortion to the captured image, which further affects the accuracy of the 3D reconstruction result. In this paper, a distortion model was derived based on the geometric optics theory. With it, the imaging distortion caused by the Scheimpflug condition can be effectively corrected. Experimental results will be presented to demonstrate the feasibility and validity of the proposed method.