Chemical-free assessment and mapping of major constituents in beef using hyperspectral imaging

G ElMasry, DW Sun, P Allen - Journal of food engineering, 2013 - Elsevier
… 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

Visualizing Noncovalent Interactions and Property Prediction of Submicron‐Sized Charge‐Transfer Crystals from ab‐initio Determined Structures

ZP Lv, D Srivastava, K Conley, TP Ruoko, H Xu… - Small …, 2024 - Wiley Online Library
… The combination of 3DED, spectroscopy, and DFT calculation can provide important … our
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 …

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

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 …

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 …

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

WH Su, DW Sun - Journal of Food Engineering, 2017 - Elsevier
… 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 …

Tenderness classification of fresh broiler breast fillets using visible and near-infrared hyperspectral imaging

H Jiang, SC Yoon, H Zhuang, W Wang, KC Lawrence… - Meat science, 2018 - Elsevier
… 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. …

Ultrasound wavelet spectra enable direct tissue recognition and full-color visualization

Z Xie, M Fan, N Ji, Z Ji, L Xu, J Ma - Ultrasonics, 2024 - Elsevier
… 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 …

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 …