ArticleJournal of the Optical Society of America. A, Optics, image science, and vision2014
Use of commercial off-the-shelf digital cameras for scientific data acquisition and scene-specific color calibration.
Article in Journal of the Optical Society of America. A, Optics, image science, and vision, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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.
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.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it, 104 citations in OpenAlex.
- Multimodal colour modulation for cognitive enhancement in intelligent rehabilitation: a systematic review and translational guidance.Journal of neuroengineering and rehabilitation · 2026Pooled it
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- Machine reading and recovery of colors for hemoglobin-related bioassays and bioimaging.Science advances · 2025Article
- Hyperspectral Information Extraction With Full Resolution From Arbitrary Photographs.IEEE transactions on image processing : a publication of the IEEE Signal Processing Society · 2025Article
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- Development of polarization-sensitive optical coherence tomography imaging platform and metrics to quantify electrostimulation-induced peripheral nerve injuryNeurophotonics · 2023Article
- Quantitative Colorimetric Detection of Dissolved Ammonia Using Polydiacetylene Sensors Enabled by Machine Learning Classifiers.ACS omega · 2022Article
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- Machine learning-enabled multiplexed microfluidic sensors.Biomicrofluidics · 2020Review
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- I see your false colours: how artificial stimuli appear to different animal viewers.Interface focus · 2019Article
- Comparison of different smartphone cameras to evaluate conjunctival hyperaemia in normal subjects.Scientific reports · 2019Article
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- Digital photography provides a fast, reliable, and noninvasive method to estimate anthocyanin pigment concentration in reproductive and vegetative plant tissues.Ecology and evolution · 2018Article
- Changeable camouflage: how well can flounder resemble the colour and spatial scale of substrates in their natural habitats?Royal Society open science · 2017Article
- Estimating the age ofPeerJ · 2017Article
- The Association of Quantitative Facial Color Features with Cold Pattern in Traditional East Asian Medicine.Evidence-based complementary and alternative medicine : eCAM · 2017Article
- Comparative UAV and Field Phenotyping to Assess Yield and Nitrogen Use Efficiency in Hybrid and Conventional Barley.Frontiers in plant science · 2017Article
- Biofluorescence in Catsharks (Scyliorhinidae): Fundamental Description and Relevance for Elasmobranch Visual Ecology.Scientific reports · 2016Article
- Image calibration and analysis toolbox - a free software suite for objectively measuring reflectance, colour and pattern.Methods in ecology and evolution · 2015Article
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 5 institutions in 1 country.
Funding
Abstract
Commercial off-the-shelf digital cameras are inexpensive and easy-to-use instruments that can be used for quantitative scientific data acquisition if images are captured in raw format and processed so that they maintain a linear relationship with scene radiance. Here we describe the image-processing steps required for consistent data acquisition with color cameras. In addition, we present a method for scene-specific color calibration that increases the accuracy of color capture when a scene contains colors that are not well represented in the gamut of a standard color-calibration target. We demonstrate applications of the proposed methodology in the fields of biomedical engineering, artwork photography, perception science, marine biology, and underwater imaging.
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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.