ArticleNature communications2023
Handheld snapshot multi-spectral camera at tens-of-megapixel resolution.
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 16 papers.
What it found
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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.
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Who cites it
16 citing papers in PubMed, 49 citations in OpenAlex.
- A high-resolution polarization-hyperspectral image sensor for complex intelligent sensing.Nature communications · 2026Article
- Mid-infrared snapshot spectral imaging via nonlinear radial dispersion.Nature communications · 2026Article
- Spaceborne snapshot compressive hyperspectral imaging.Light, science & applications · 2026Article
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- Miniaturized chaos-assisted Spectrometer.Light, science & applications · 2025Article
- Lensless camera: Unraveling the breakthroughs and prospects.Fundamental research · 2025Review
- Physical twinning for joint encoding-decoding optimization in computational optics: a review.Light, science & applications · 2025Review
- Color-Coded Compressive Spectral Imager Based on Focus Transformer Network.Sensors (Basel, Switzerland) · 2025Article
- Automatic Segmentation of Plants and Weeds in Wide-Band Multispectral Imaging (WMI).Journal of imaging · 2025Article
- Optimizing autofocus under multispectral lighting via enhanced SIFT and Pearson correlation coefficient.PloS one · 2025Article
- Advances in Miniaturized Computational Spectrometers.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Review
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- Electrically tunable planar liquid-crystal singlets for simultaneous spectrometry and imaging.Light, science & applications · 2024Article
- Snapshot spectral imaging: from spatial-spectral mapping to metasurface-based imaging.Nanophotonics (Berlin, Germany) · 2024Review
- Design and Development of Large-Band Dual-MSFA Sensor Camera for Precision Agriculture.Sensors (Basel, Switzerland) · 2023Article
- Handheld snapshot multi-spectral camera at tens-of-megapixel resolution.Nature communications · 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
7 authors at 4 institutions in 1 country.
Funding
Abstract
Multi-spectral imaging is a fundamental tool characterizing the constituent energy of scene radiation. However, current multi-spectral video cameras cannot scale up beyond megapixel resolution due to optical constraints and the complexity of the reconstruction algorithms. To circumvent the above issues, we propose a tens-of-megapixel handheld multi-spectral videography approach (THETA), with a proof-of-concept camera achieving 65-megapixel videography of 12 wavebands within visible light range. The high performance is brought by multiple designs: We propose an imaging scheme to fabricate a thin mask for encoding spatio-spectral data using a conventional film camera. Afterwards, a fiber optic plate is introduced for building a compact prototype supporting pixel-wise encoding with a large space-bandwidth product. Finally, a deep-network-based algorithm is adopted for large-scale multi-spectral data decoding, with the coding pattern specially designed to facilitate efficient coarse-to-fine model training. Experimentally, we demonstrate THETA's advantageous and wide applications in outdoor imaging of large macroscopic scenes.
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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.