Heterospectral two-dimensional correlation analysis with near-infrared hyperspectral imaging for monitoring oxidative damage of pork myofibrils during frozen storage
Near-infrared (NIR) spectra contain abundant data, heterospectral two-dimensional
correlation (H2D-CS) analysis offers a good way to interpret these data. For the first time …
correlation (H2D-CS) analysis offers a good way to interpret these data. For the first time …
Generalized and hetero two-dimensional correlation analysis of hyperspectral imaging combined with three-dimensional convolutional neural network for evaluating …
J Cheng, J Sun, K Yao, C Dai - Food Control, 2023 - Elsevier
Lipid oxidation is the main cause of meat deterioration. Hyperspectral imaging (HSI)
technique has attracted attention as a non-destructive testing method. However, the …
technique has attracted attention as a non-destructive testing method. However, the …
Nondestructive detection and visualization of protein oxidation degree of frozen-thawed pork using fluorescence hyperspectral imaging
J Cheng, J Sun, K Yao, M Xu, X Zhou - Meat Science, 2022 - Elsevier
This study evaluated the feasibility of non-destructive detection of carbonyl and total
sulfhydryl contents by fluorescence hyperspectral imaging (F-HSI) to visualize the protein …
sulfhydryl contents by fluorescence hyperspectral imaging (F-HSI) to visualize the protein …
Characterization of myofibrils cold structural deformation degrees of frozen pork using hyperspectral imaging coupled with spectral angle mapping algorithm
The study investigated the possibility of using hyperspectral imaging (HSI) in the spectral
range of 1000–2200 nm to characterize myofibrils cold structural deformation degrees of …
range of 1000–2200 nm to characterize myofibrils cold structural deformation degrees of …
Nondestructive detection of lipid oxidation in frozen pork using hyperspectral imaging technology
J Cheng, J Sun, M Xu, X Zhou - Journal of Food Composition and Analysis, 2023 - Elsevier
Lipid oxidation is an important cause of pork quality degradation during freezing. Traditional
chemical methods are time-consuming and destructive. In this paper, two hyperspectral …
chemical methods are time-consuming and destructive. In this paper, two hyperspectral …
Multi-task convolutional neural network for simultaneous monitoring of lipid and protein oxidative damage in frozen-thawed pork using hyperspectral imaging
J Cheng, J Sun, K Yao, M Xu, C Dai - Meat science, 2023 - Elsevier
Lipid and protein oxidation are the main causes of meat deterioration during freezing.
Traditional methods using hyperspectral imaging (HSI) need to train multiple independent …
Traditional methods using hyperspectral imaging (HSI) need to train multiple independent …
Mapping changes in sarcoplasmatic and myofibrillar proteins in boiled pork using hyperspectral imaging with spectral processing methods
Hyperspectral imaging technology was investigated to examine the changes of
sarcoplasmatic and myofibrillar proteins contents in boiled pork. Different spectral pre …
sarcoplasmatic and myofibrillar proteins contents in boiled pork. Different spectral pre …
Two-dimensional correlation spectroscopy study of visible and near-infrared spectral variations of chicken meats in cold storage
Y Liu, YR Chen - Applied Spectroscopy, 2000 - opg.optica.org
This paper reports the generalized two-dimensional (2D) visible/near-infrared (Vis/NIR)
correlation spectroscopy study of chicken meats in cold storage. The 2D visible correlation …
correlation spectroscopy study of chicken meats in cold storage. The 2D visible correlation …
Non-destructive prediction and visualization of chemical composition in lamb meat using NIR hyperspectral imaging and multivariate regression
The main goal of this study was to investigate the potential of hyperspectral imaging in the
near-infrared (NIR) range of 900–1700nm for non-destructive prediction of chemical …
near-infrared (NIR) range of 900–1700nm for non-destructive prediction of chemical …
Lipid oxidation degree of pork meat during frozen storage investigated by near-infrared hyperspectral imaging: Effect of ice crystal growth and distribution
The present work describes a measurement method using the combination of near-infrared
hyperspectral imaging (NIR-HSI) and chemometrics for rapid and non-destructive detection …
hyperspectral imaging (NIR-HSI) and chemometrics for rapid and non-destructive detection …
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