Combination of spectral and textural information of hyperspectral imaging for the prediction of the moisture content and storage time of cooked beef

D Yang, D He, A Lu, D Ren, J Wang - Infrared Physics & Technology, 2017 - Elsevier
… to predict the MC of cooked beef during storage, and further … a cooked beef sample. The
specific aims are (1) to extract spectral data from acquired hyperspectral images of cooked beef

Visualized detection of quality change of cooked beef with condiments by hyperspectral imaging technique

A Xie, J Sun, T Wang, Y Liu - Food Science and Biotechnology, 2022 - Springer
… characteristics of cooked meat and condiments were analysed by hyperspectral imaging (HSI) …
PCA pre-process and SVM models were used to predict beef moisture (R 2 = 0.912) and …

Rapid determination of biogenic amines in cooked beef using hyperspectral imaging with sparse representation algorithm

D Yang, A Lu, D Ren, J Wang - Infrared Physics & Technology, 2017 - Elsevier
… in cooked beef using hyperspectral imaging combined with sparse representation. In particular,
an integration of hyperspectral imaging … the hyperspectral images of cooked beef with …

… of spectral and image information from hyperspectral imaging for the prediction and visualization of the total volatile basic nitrogen content in cooked beef

K Song, S Wang, D Yang, T Shi - Journal of Food Measurement and …, 2021 - Springer
… Figure 1 is a flowchart of the prediction of the TVB-N content of cooked beef using VIS/NIR
hyperspectral imaging. The procedures mainly include sample preparation, image acquisition …

Visible/near-infrared hyperspectral imaging for beef tenderness prediction

GK Naganathan, LM Grimes, J Subbiah… - … and electronics in …, 2008 - Elsevier
… Our results indicate that hyperspectral imaging has considerable promise for predicting
beef … 14-day aged, cooked beef tenderness from hyperspectral images of 14-day aged, raw …

Detection of the freshness state of cooked beef during storage using hyperspectral imaging

D Yang, D He, A Lu, D Ren, J Wang - Applied Spectroscopy, 2017 - journals.sagepub.com
… It can also be concluded that the established RF-CA-LS-SVM model and proposed image
segment method based on hyperspectral images in this study has great potential to be applied …

Near-infrared hyperspectral imaging for predicting colour, pH and tenderness of fresh beef

G ElMasry, DW Sun, P Allen - Journal of Food Engineering, 2012 - Elsevier
… pH and tenderness of fresh beef. Hyperspectral images were acquired for beef samples and
their … The sample is first imaged by the system and then cooked in a water bath to an internal …

Hyperspectral imaging sensing of changes in moisture content and color of beef during microwave heating process

Y Liu, DW Sun, JH Cheng, Z Han - Food Analytical Methods, 2018 - Springer
… Traditionally, beef is cooked either by moist (water bath/steam cooking) or dry heating (grilling,
conventional/convection oven roasting, etc.), both of which have been widely studied (…

Rapid and non-destructive detection of chicken adulteration in minced beef using visible near-infrared hyperspectral imaging and machine learning

M Kamruzzaman, Y Makino, S Oshita - Journal of Food Engineering, 2016 - Elsevier
… in minced beef by chicken. The specific objectives of the current study were: (1) to develop
a hyperspectral imaging coupled with PLSR to predict chicken adulteration in minced beef; (2…

Optical scattering in beef steak to predict tenderness using hyperspectral imaging in the VIS-NIR region

K Cluff, G Konda Naganathan, J Subbiah, R Lu… - … and Instrumentation for …, 2008 - Springer
… in the hyperspectral image. The objective of this study was to use a hyperspectral imaging
system to … profiles from fresh beef steak and predict the cooked-beef tenderness WBS scores. …