Application of deep learning in food: a review
L Zhou, C Zhang, F Liu, Z Qiu… - Comprehensive reviews in …, 2019 - Wiley Online Library
Deep learning has been proved to be an advanced technology for big data analysis with a
large number of successful cases in image processing, speech recognition, object detection …
large number of successful cases in image processing, speech recognition, object detection …
Use of magnetic resonance imaging to analyse meat and meat products non-destructively
D Caballero, T Pérez-Palacios, A Caro… - Food Reviews …, 2023 - Taylor & Francis
The methodology traditionally used to analyse the quality parameters of meat and meat
products involves the destruction of the samples. Moreover, these techniques are tedious …
products involves the destruction of the samples. Moreover, these techniques are tedious …
Magnetic resonance applications in food analysis
F Tang, M Vasas, E Hatzakis, A Spyros - Annual reports on NMR …, 2019 - Elsevier
NMR is an emerging technology in the field of food analysis. Its combination with
multivariate statistics and the application of multinuclear and multidimensional experiments …
multivariate statistics and the application of multinuclear and multidimensional experiments …
MRI-computer vision on fresh and frozen-thawed beef: Optimization of methodology for classification and quality prediction
T Perez-Palacios, M Ávila, T Antequera, JP Torres… - Meat Science, 2023 - Elsevier
This study aims to evaluate the capability of Magnetic Resonance Imaging (MRI) and
computer vision techniques to classify fresh (raw F)(n= 12) and frozen-thawed (FT)(n= 12) …
computer vision techniques to classify fresh (raw F)(n= 12) and frozen-thawed (FT)(n= 12) …
Prediction of pork quality parameters by applying fractals and data mining on MRI
D Caballero, T Pérez-Palacios, A Caro… - Food Research …, 2017 - Elsevier
This work firstly investigates the use of MRI, fractal algorithms and data mining techniques to
determine pork quality parameters non-destructively. The main objective was to evaluate the …
determine pork quality parameters non-destructively. The main objective was to evaluate the …
Near‐infrared spectroscopy‐based analysis to study sensory parameters on pork loins as affected by cooking methods and conditions
A González‐Mohino, T Antequera… - Journal of the …, 2018 - Wiley Online Library
BACKGROUND The main objectives of this study were to evaluate the use of near infrared
spectroscopy (NIRS) to classify pork loins under different methods and cooking conditions …
spectroscopy (NIRS) to classify pork loins under different methods and cooking conditions …
Late shelf life saturation of golden delicious apple parameters: TSS, weight, and colorimetry
This work aims to estimate the shelf life of Golden Delicious apple fruit stored at room
temperature by determining the changing trend in color every week using a non-destructive …
temperature by determining the changing trend in color every week using a non-destructive …
Magnetic resonance imaging, texture analysis and regression techniques to non-destructively predict the quality characteristics of meat pieces
The quality of meat products is traditionally assessed by chemical or sensorial analysis,
which are time consuming, need specialized technicians and destroy the products. The …
which are time consuming, need specialized technicians and destroy the products. The …
Use of MRI as a predictive tool for physicochemical and rheologycal features during cured ham manufacturing
AB García-García, ME Fernández-Valle, D Castejón… - Meat science, 2019 - Elsevier
Magnetic resonance imaging (MRI) was used to study the structural changes during dry-
cured ham manufacturing. T 1, T 2 and apparent diffusion coefficient (ADC) were …
cured ham manufacturing. T 1, T 2 and apparent diffusion coefficient (ADC) were …
Comparison of different image analysis algorithms on MRI to predict physico-chemical and sensory attributes of loin
Computer vision algorithms on Magnetic Resonance Imaging have been introduced as an
alternative to destructive methods for determining the quality traits of meat products, since …
alternative to destructive methods for determining the quality traits of meat products, since …