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Identification of growth years for Puerariae Thomsonii Radix based on hyperspectral imaging technology and deep learning algorithm
Puerariae Thomsonii Radix (PTR) is not only widely used in disease prevention and treatment but is also an important raw material as a source of...
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Metasurface-empowered snapshot hyperspectral imaging with convex/deep (CODE) small-data learning theory
Hyperspectral imaging is vital for material identification but traditional systems are bulky, hindering the development of compact systems. While...
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Quantitative measurement of internal quality of carrots using hyperspectral imaging and multivariate analysis
The study aimed to measure the carotenoid (Car) and pH contents of carrots using hyperspectral imaging. A total of 300 images were collected using a...
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Nondestructive quality assessment and maturity classification of loquats based on hyperspectral imaging
The traditional method for assessing the quality and maturity of loquats has disadvantages such as destructive sampling and being time-consuming. In...
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HeiPorSPECTRAL - the Heidelberg Porcine HyperSPECTRAL Imaging Dataset of 20 Physiological Organs
Hyperspectral Imaging (HSI) is a relatively new medical imaging modality that exploits an area of diagnostic potential formerly untouched. Although...
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Retinal hyperspectral imaging in mouse models of Parkinson’s disease and healthy aging
Retinal hyperspectral imaging (HSI) is a non-invasive in vivo approach that has shown promise in Alzheimer’s disease. Parkinson’s disease is another...
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Assessment of the utility of underwater hyperspectral imaging for surveying and monitoring coral reef ecosystems
Technological innovations that improve the speed, scale, reproducibility, and accuracy of monitoring surveys will allow for a better understanding of...
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Fertility detection of unincubated chicken eggs by hyperspectral transmission imaging in the Vis-SWNIR region
Detection of infertile eggs prior to incubation can lead to an increase in the hatchability rate and prevent the wastage of billions of non-fertile...
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Optical recognition of constructs using hyperspectral imaging and detection (ORCHID)
Challenges to deep sample imaging have necessitated the development of special techniques such as spatially offset optical spectroscopy to collect...
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Estimation and map** of soil texture content based on unmanned aerial vehicle hyperspectral imaging
Soil texture is one of the important physical and natural properties of soil. Much of the current research focuses on soil texture monitoring using...
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Assessment of hyperspectral imaging and CycleGAN-simulated narrowband techniques to detect early esophageal cancer
The clinical signs and symptoms of esophageal cancer (EC) are often not discernible until the intermediate or advanced phases. The detection of EC in...
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Early warning and diagnostic visualization of Sclerotinia infected tomato based on hyperspectral imaging
This research explored the feasibility of early warning and diagnostic visualization of Sclerotinia infected tomato by using hyperspectral imaging...
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Classification of rice leaf blast severity using hyperspectral imaging
Rice leaf blast is prevalent worldwide and a serious threat to rice yield and quality. Hyperspectral imaging is an emerging technology used in plant...
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Fluorescence excitation-scanning hyperspectral imaging with scalable 2D–3D deep learning framework for colorectal cancer detection
Colorectal cancer is one of the top contributors to cancer-related deaths in the United States, with over 100,000 estimated cases in 2020 and over...
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Portable and low-cost hologram verification module using a snapshot-based hyperspectral imaging algorithm
One of the challenges in differentiating a duplicate hologram from an original one is reflectivity. A slight change in lighting condition will...
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Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements
The visualization of protoporphyrin IX (PPIX) fluorescence with the help of surgical microscopes during 5-aminolevulinic acid-mediated...
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A tunnel coaxial 3D hyperspectral scanning system for underground mine investigation
A hyperspectral scanning system was developed for three-dimensional (3D) surface map** in underground spaces, such as mine shafts and tunnels. A...
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Nondestructive classification of soft rot disease in napa cabbage using hyperspectral imaging analysis
Identification of soft rot disease in napa cabbage, an essential ingredient of kimchi, is challenging at the industrial scale. Therefore,...
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Investigation on the influence of the skin tone on hyperspectral imaging for free flap surgery
Hyperspectral imaging (HSI) is a new emerging modality useful for the noncontact assessment of free flap perfusion. This measurement technique relies...
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Hyperspectral screen-image-synthesis meter with scattering-noise suppression
The screen image synthesis (SIS) meter was originally proposed as a high-speed measurement tool, which fused the measured data from multiple...
