Evidence map›Paper›PMID 41796141›Full record

ArticleLight, science & applications2026

Upconversion optical entropy encoding for infrared complex-amplitude imaging.

Sheng-Ke Zhu, Tuqiang Pan, Chao-Xian Tang, Ai-Hua Li, Ze-Huan Zheng, Yi Xu, Xiangping Li, Jin-Hui Chen

Abstract read
In one paragraph

Article in Light, science & applications, 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

8 authors.

Sheng-Ke Zhu *Institute of Electromagnetics and Acoustics, Key Laboratory of Electromagnetic Wave Science and Detection Technology, Xiamen University, Xiamen, China.
Tuqiang Pan *Key Laboratory of Photonic Technology for Integrated Sensing and Communication, Ministry of Education of China, Guangdong University of Technology, Guangzhou, China.ORCID http://orcid.org/0000-0002-1376-2106
Chao-Xian Tang *Institute of Electromagnetics and Acoustics, Key Laboratory of Electromagnetic Wave Science and Detection Technology, Xiamen University, Xiamen, China.
Ai-Hua LiDepartment of Physics, Xiamen University, Xiamen, China.ORCID http://orcid.org/0000-0003-4414-018X
Ze-Huan ZhengInstitute of Electromagnetics and Acoustics, Key Laboratory of Electromagnetic Wave Science and Detection Technology, Xiamen University, Xiamen, China.
Yi XuKey Laboratory of Photonic Technology for Integrated Sensing and Communication, Ministry of Education of China, Guangdong University of Technology, Guangzhou, China. yixu@gdut.edu.cn.ORCID http://orcid.org/0000-0003-1679-3271
Xiangping LiInstitute of Photonic Technology, College of Physics and Optoelectronic Engineering, Jinan University, Guangzhou, China. xiangpingli@jnu.edu.cn.ORCID http://orcid.org/0000-0003-0955-2613
Jin-Hui ChenInstitute of Electromagnetics and Acoustics, Key Laboratory of Electromagnetic Wave Science and Detection Technology, Xiamen University, Xiamen, China. jimchen@xmu.edu.cn.ORCID http://orcid.org/0000-0003-4766-2784

Funding

National Natural Science Foundation of China (National Science Foundation of China) 12274357
6 · The paper itself

Abstract

Upconversion detection of infrared radiation by cost-effective silicon photodetectors in visible bands has spurred a revolution in infrared imaging technology, unlocking a wide range of applications in biological imaging, optical spectroscopy, and optical data storage. Despite significant progress in upconversion detection, real-time, concurrent, complex-amplitude imaging of both phase and amplitude information, indispensable for disclosing the full signature of infrared scenes, remains a daunting challenge, impeding their widespread applications. By integrating the unique advantages of both coherent and incoherent approaches, we propose the concept of upconversion optical entropy encoding and demonstrate a video-rate infrared complex-amplitude imaging system. This is achieved by leveraging the synergistic interaction between light scattering in disordered photonic structures and lanthanide upconversion photoluminescence. By tailoring the information entropy of upconversion speckles, infrared light-field information can be captured in a single visible snapshot and explicitly reconstructed, assisted by a deep learning network, enabling infrared complex-amplitude imaging at a video rate of 25 frames per second (fps) and with high-fidelity 8-bit grayscale modulation. The high photosensitivity of the developed infrared imaging system enables a power detection limit of 0.2 nW μm

Identifiers

PMID41796141
PMCPMC12968082

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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.