All-telecentric multi-camera microscopic FPP: Scheimpflug calibration and reprojection-based multi-view fusion

Microscopic fringe projection profilometry (MFPP) is a key technique for recovering 3D structure at the microscopic scale. However, conventional single-view setups perform poorly on complex specimens, where self-occlusion and specular saturation compromise measurement completeness and accuracy. This article presents an all-telecentric multi-camera MFPP system comprising a vertical telecentric projector and four oblique Scheimpflug telecentric cameras arranged at 90<sup>∘</sup> intervals. To calibrate the system, we introduce a pipeline that 1) fits the full projection matrix from multi-pose images, 2) decomposes it into intrinsic and extrinsic parameters, and 3) performs bundle-adjusted joint calibration to align all devices in a common reference coordinate frame. This approach mitigates the ill-conditioning and scale drift typical of methods that separate intrinsics and extrinsics prematurely. For reconstruction, we establish cross-view correspondences using phase-consistent reprojection and perform modulation-weighted fusion with adaptive mismatch rejection. This strategy preserves high-quality observations, suppresses redundancy-induced bias, and fills visibility gaps while maintaining boundary fidelity. Experiments on standard targets and complex specimens show higher completeness and consistency relative to single-view and conventional multi-view baselines, demonstrating that an all-telecentric design coupled with the proposed calibration and fusion methods enables accurate and robust microscopic 3D measurement.

Authors

Publication Details

Journal
Optics Express
Published
2026-01-13
DOI
https://doi.org/10.1364/oe.584669
Primary Topic
Optical measurement and interference techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

All-telecentric multi-camera microscopic FPP: Scheimpflug calibration and reprojection-based multi-view fusion

Jiamao Li, Dongchen Zhu, Jun Liu, chenfan zhang et al.
Optics Express
Optical measurement and interference techniques
article

All-telecentric multi-camera microscopic FPP: Scheimpflug calibration and reprojection-based multi-view fusion

Jiamao Li, Dongchen Zhu, Jun Liu, chenfan zhang, Lei Wang
article en

Abstract

Microscopic fringe projection profilometry (MFPP) is a key technique for recovering 3D structure at the microscopic scale. However, conventional single-view setups perform poorly on complex specimens, where self-occlusion and specular saturation compromise measurement completeness and accuracy. This article presents an all-telecentric multi-camera MFPP system comprising a vertical telecentric projector and four oblique Scheimpflug telecentric cameras arranged at 90<sup>∘</sup> intervals. To calibrate the system, we introduce a pipeline that 1) fits the full projection matrix from multi-pose images, 2) decomposes it into intrinsic and extrinsic parameters, and 3) performs bundle-adjusted joint calibration to align all devices in a common reference coordinate frame. This approach mitigates the ill-conditioning and scale drift typical of methods that separate intrinsics and extrinsics prematurely. For reconstruction, we establish cross-view correspondences using phase-consistent reprojection and perform modulation-weighted fusion with adaptive mismatch rejection. This strategy preserves high-quality observations, suppresses redundancy-induced bias, and fills visibility gaps while maintaining boundary fidelity. Experiments on standard targets and complex specimens show higher completeness and consistency relative to single-view and conventional multi-view baselines, demonstrating that an all-telecentric design coupled with the proposed calibration and fusion methods enables accurate and robust microscopic 3D measurement.

Optics ExpressVol. 34(3)
Openalex Percentile: Top 90%
Optical measurement and interference techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.