ArticleNature communications2023
Mid-infrared single-pixel imaging at the single-photon level.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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.
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.
Who cites it
20 citing papers in PubMed.
- Wavefront Line-Scan Imaging Via a Single-Pixel Detector.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Spatiotemporal information fusion for photon-level dynamic imaging.Scientific reports · 2026Article
- Explicit Compression Degradation Estimations for Low-Sampling Single-Pixel Imaging using Hadamard Basis.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- FACE-ing the future of single-pixel complex-field microscopy beyond the visible spectrum.Light, science & applications · 2026Article
- Single-pixel infrared imaging thermometry maps human inner canthi temperature.Nature communications · 2025Article
- Ultrahigh-throughput single-pixel complex-field microscopy with frequency-comb acousto-optic coherent encoding (FACE).Light, science & applications · 2025Article
- Next-Generation Image Sensors Based on Low-Dimensional Semiconductor Materials.Advanced materials (Deerfield Beach, Fla.) · 2025Review
- Mid-Infrared Photonic Sensors: Exploring Fundamentals, Advanced Materials, and Cutting-Edge Applications.Sensors (Basel, Switzerland) · 2025Review
- Artificial intelligence driven Mid-IR photoimaging device based on van der Waals heterojunctions of black phosphorus.Nanophotonics (Berlin, Germany) · 2025Article
- Photon antibunching in single-molecule vibrational sum-frequency generation.Nanophotonics (Berlin, Germany) · 2025Article
- Bright compact ultrabroadband source by orthogonal laser-sustained plasma.Light, science & applications · 2024Article
- Scalable High-Resolution Single-Pixel Imaging via Pattern Reshaping.Sensors (Basel, Switzerland) · 2024Article
- Mid-infrared computational temporal ghost imaging.Light, science & applications · 2024Article
- Single-Pixel Imaging Based on Deep Learning Enhanced Singular Value Decomposition.Sensors (Basel, Switzerland) · 2024Article
- Mid-infrared single-photon upconversion spectroscopy enabled by nonlocal wavelength-to-time mapping.Science advances · 2024Article
- Asymmetric imaging through engineered Janus particle obscurants using a Monte Carlo approach for highly asymmetric scattering media.Scientific reports · 2024Article
- Silicon-Based Avalanche Photodiodes: Advancements and Applications in Medical Imaging.Nanomaterials (Basel, Switzerland) · 2023Review
- Comparison of Common Algorithms for Single-Pixel Imaging via Compressed Sensing.Sensors (Basel, Switzerland) · 2023Review
- Polarization-Dependent Metasurface Enables Near-Infrared Dual-Modal Single-Pixel Sensing.Nanomaterials (Basel, Switzerland) · 2023Article
- On-Chip Compressive Sensing with a Single-Photon Avalanche Diode Array.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
Single-pixel cameras have recently emerged as promising alternatives to multi-pixel sensors due to reduced costs and superior durability, which are particularly attractive for mid-infrared (MIR) imaging pertinent to applications including industry inspection and biomedical diagnosis. To date, MIR single-pixel photon-sparse imaging has yet been realized, which urgently calls for high-sensitivity optical detectors and high-fidelity spatial modulators. Here, we demonstrate a MIR single-photon computational imaging with a single-element silicon detector. The underlying methodology relies on nonlinear structured detection, where encoded time-varying pump patterns are optically imprinted onto a MIR object image through sum-frequency generation. Simultaneously, the MIR radiation is spectrally translated into the visible region, thus permitting infrared single-photon upconversion detection. Then, the use of advanced algorithms of compressed sensing and deep learning allows us to reconstruct MIR images under sub-Nyquist sampling and photon-starving illumination. The presented paradigm of single-pixel upconversion imaging is featured with single-pixel simplicity, single-photon sensitivity, and room-temperature operation, which would establish a new path for sensitive imaging at longer infrared wavelengths or terahertz frequencies, where high-sensitivity photon counters and high-fidelity spatial modulators are typically hard to access.
Identifiers
What OpenQuestion holds
Registered trials
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.