Evidence map›Paper›PMID 42060072›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Wavefront Line-Scan Imaging Via a Single-Pixel Detector.

Nuo Liu, Aiping Zhai, Tingting Zheng, Wenjing Zhao, Dong Wang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Nuo LiuCollege of Physics and Optoelectronics Engineering, Taiyuan University of Technology, Yingze, P. R China.
Aiping ZhaiCollege of Physics and Optoelectronics Engineering, Taiyuan University of Technology, Yingze, P. R China.
Tingting ZhengCollege of Physics and Optoelectronics Engineering, Taiyuan University of Technology, Yingze, P. R China.
Wenjing ZhaoCollege of Physics and Optoelectronics Engineering, Taiyuan University of Technology, Yingze, P. R China.
Dong WangCollege of Physics and Optoelectronics Engineering, Taiyuan University of Technology, Yingze, P. R China.ORCID https://orcid.org/0000-0003-4104-3050

Funding

Central Guidance on Local ScienceNational Natural Science Foundation of China 62275188National Natural Science Foundation of China 62505216Technology Development Fund YDZJSX2024D019
6 · The paper itself

Abstract

Wavefront single-pixel imaging (WSPI) has emerged as a promising approach for simultaneous amplitude and phase reconstruction, especially in spectral wavebands where cameras are immature or even unavailable. However, conventional WSPIs suffer from limited imaging speed & range, and heavy pattern-data storage. Here, we demonstrate a wavefront line-scan imaging (WLSI) technique that integrates 1D spatial light modulation with single-pixel detection, enabling faster imaging in a large rectangular range with minimal pattern-data storage. A theoretical model is developed and validated by simulations and experiments. A digital micromirror device (DMD) worked in 1D, achieving a modulation rate of 90.9 kHz, enabling line-scan imaging at 2.8 ms per line without compressive down-sampling. Consequently, the WLSI achieves over 4-fold enhancement in imaging speed and significantly reduces the pattern-data storage to more than 5 orders of magnitude as compared to the WSPI, when reconstructing a wavefront of 256 × 256 pixels at full sampling. The push-broom WLSI extends the imaging range, enabling continuous acquisition in a long rectangular range. Combining the advantages of WSPI with the flexibility of line-scan imaging, we offer a potential solution for high-throughput amplitude and phase imaging of biological samples, defect detection of optical components, wavefront detection in special spectra, etc.

Indexed as

1‐D spatial light modulationsingle‐pixel detectionwavefront imaging

Identifiers

PMID42060072
PMCPMC13335502

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.