Chemical-free assessment and mapping of major constituents in beef using hyperspectral imaging
… selected to visualize the predicted chemical constituents … visualizing the chemical composition
of the examined samples is known as chemical imaging. The combination of both spectral …
of the examined samples is known as chemical imaging. The combination of both spectral …
Visualizing Noncovalent Interactions and Property Prediction of Submicron‐Sized Charge‐Transfer Crystals from ab‐initio Determined Structures
… The combination of 3DED, spectroscopy, and DFT calculation can provide important … our
combined experimental and theoretical investigation workflow, we have successfully visualized …
combined experimental and theoretical investigation workflow, we have successfully visualized …
Use of convolutional neural network (CNN) combined with FT-NIR spectroscopy to predict food adulteration: A case study on coffee
SSN Chakravartula, R Moscetti, G Bedini, M Nardella… - Food Control, 2022 - Elsevier
… To better visualize the whole spectral dataset and circumvent the issue of sample overlaps,
t-SNE, a non-linear feature extraction algorithm was utilized. Fig. 1c represents the t-SNE plot …
t-SNE, a non-linear feature extraction algorithm was utilized. Fig. 1c represents the t-SNE plot …
Hyperspectral imaging for rapid evaluation and visualization of quality deterioration index of vacuum packaged dry-cured sausages
U Siripatrawan - Sensors and Actuators B: Chemical, 2018 - Elsevier
… imaging (HSI) spectroscopy. Changes in … combined microbiological and physicochemical
parameters, and the inclusion of sensory characteristics would allow more accurate prediction …
parameters, and the inclusion of sensory characteristics would allow more accurate prediction …
Nondestructive determination and visualization of protein and carbohydrate concentration of Chlorella pyrenoidosa in situ using hyperspectral imaging technique
B Chu, C Li, S Wang, W Jin, X Li, G He… - Computers and Electronics …, 2023 - Elsevier
… Moreover, visualization maps of the distribution and … combined with chemometric methods
can accurately predict the … information in combination with spatial and spectral information. It …
can accurately predict the … information in combination with spatial and spectral information. It …
Authentication of Dendrobium Officinale from Similar Species with Infrared and Ultraviolet-Visible Spectroscopies with Data Visualization and Mining
Y Wang, HY Huang, YZ Wang - Analytical Letters, 2020 - Taylor & Francis
… In our study, two types of spectra combined with unsupervised … strong prediction ability was
consistent with the visualization … model using the infrared spectra predicted only 13 species …
consistent with the visualization … model using the infrared spectra predicted only 13 species …
Evaluation of spectral imaging for inspection of adulterants in terms of common wheat flour, cassava flour and corn flour in organic Avatar wheat (Triticum spp.) flour
… spatial visualization relying on spectral imaging technique. … the spectra in the spectral data
matrix (X) to predict proportions of … In this study, the combination of characteristic wavelengths …
matrix (X) to predict proportions of … In this study, the combination of characteristic wavelengths …
Tenderness classification of fresh broiler breast fillets using visible and near-infrared hyperspectral imaging
… The aim of this study was to classify and visualize tenderness of … As a logical extension of
combining spectroscopy with … textural data in the spectral model for tenderness prediction. …
combining spectroscopy with … textural data in the spectral model for tenderness prediction. …
Ultrasound wavelet spectra enable direct tissue recognition and full-color visualization
… Furthermore, the combination of ultrasound spectral parameter map and image textural … of
which yields the visualization of the prediction results. If a few similar spectra are predicted, on …
which yields the visualization of the prediction results. If a few similar spectra are predicted, on …
Practicability investigation of using near-infrared hyperspectral imaging to detect rice kernels infected with rice false smut in different conditions
N Wu, H Jiang, Y Bao, C Zhang, J Zhang… - Sensors and Actuators B …, 2020 - Elsevier
… Visualizing some samples’ properties like category attribute and chemical components
distribution become possible when combining the spectral … to predict and visualize whether the …
distribution become possible when combining the spectral … to predict and visualize whether the …