Adaptive Intensity Modulation for High Dynamic Range Target Measurement Based on Neighbourhood Diffusion

Fringe projection profilometry has been widely adopted in various fields due to its non-contact nature, high accuracy, high speed, and full-field measurement capability. However, when measuring objects with highly reflective surfaces, saturation often occurs due to the limited dynamic range of the camera. To effectively address this issue, this paper proposes a novel adaptive fringe projection method. First, an intensity transfer model is established, which uses uniform grayscale images to compute surface reflectance coefficients and accurately determines the optimal projection intensity in the camera coordinate system. Subsequently, low-intensity orthogonal fringe patterns are employed to compute a smoothed absolute phase in saturated regions, establishing a coordinate mapping. The mapped pixel intensities are diffused into their neighborhoods, and the minimum value is taken in overlapping areas to generate an optimal projection intensity template in the projector coordinate system. Finally, adaptive fringe patterns are generated based on this template. Experimental results demonstrate that the proposed method achieves high-precision and high-completeness 3D measurement for objects with highly reflective surfaces.

Authors

Institutions

Publication Details

Journal
Photonics
Published
2026-02-09
DOI
https://doi.org/10.3390/photonics13020167
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

Adaptive Intensity Modulation for High Dynamic Range Target Measurement Based on Neighbourhood Diffusion

Jianjun Zeng, Peng Xu, Kai Zhou, Lingbao Kong et al.
Photonics
Optical measurement and interference techniques
article

Adaptive Intensity Modulation for High Dynamic Range Target Measurement Based on Neighbourhood Diffusion

Jianjun Zeng, Peng Xu, Kai Zhou, Lingbao Kong, Xiang Sun, Zhenjun Luo, Yunpeng Zhang
article en

Abstract

Fringe projection profilometry has been widely adopted in various fields due to its non-contact nature, high accuracy, high speed, and full-field measurement capability. However, when measuring objects with highly reflective surfaces, saturation often occurs due to the limited dynamic range of the camera. To effectively address this issue, this paper proposes a novel adaptive fringe projection method. First, an intensity transfer model is established, which uses uniform grayscale images to compute surface reflectance coefficients and accurately determines the optimal projection intensity in the camera coordinate system. Subsequently, low-intensity orthogonal fringe patterns are employed to compute a smoothed absolute phase in saturated regions, establishing a coordinate mapping. The mapped pixel intensities are diffused into their neighborhoods, and the minimum value is taken in overlapping areas to generate an optimal projection intensity template in the projector coordinate system. Finally, adaptive fringe patterns are generated based on this template. Experimental results demonstrate that the proposed method achieves high-precision and high-completeness 3D measurement for objects with highly reflective surfaces.

PhotonicsVol. 13(2)
East China Jiaotong University (CN), National University of Defense Technology (CN), Fudan University (CN)
Sustainable cities and communities
Openalex Percentile: Top 63%
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.

Adaptive Intensity Modulation for High Dynamic Range Target Measurement Based on Neighbourhood Diffusion — Jianjun Zeng, Peng Xu, et al. · Photonics (2026) | TGRS Research Map | TGRS