Food and agro-product quality evaluation based on spectroscopy and deep learning: A review

X Zhang, J Yang, T Lin, Y Ying - Trends in Food Science & Technology, 2021 - Elsevier
Background Rapid and non-destructive infrared spectroscopy has been applied to both
internal and external quality evaluations of food and agro-products. Various linear and …

Recent advances in portable devices for fruit firmness assessment

D Wang, C Ding, Z Feng, S Ji, D Cui - Critical Reviews in Food …, 2023 - Taylor & Francis
Fruit firmness is of vital importance in various links of the fruit supply chain, such as
determining harvest time, choosing packaging and transportation methods, regulating …

Calibration transfer between developed portable Vis/NIR devices for detection of soluble solids contents in apple

L Li, W Huang, Z Wang, S Liu, X He, S Fan - Postharvest Biology and …, 2022 - Elsevier
Calibration transfer is an important step for practical applications of Visible and Near-
infrared (Vis/NIR) instruments, making the developed model transferable and avoiding …

Non-destructive evaluation of soluble solids content of apples using a developed portable Vis/NIR device

S Fan, Q Wang, X Tian, G Yang, Y Xia, J Li… - Biosystems …, 2020 - Elsevier
A portable visible and near-infrared (Vis/NIR) device could evaluate and monitor internal
qualities of fruit on-tree, as well as during storage conditions after harvest. A portable …

Automatic non-destructive video estimation of maturation levels in Fuji apple (Malus Malus pumila) fruit in orchard based on colour (Vis) and spectral (NIR) data

R Pourdarbani, S Sabzi, D Kalantari… - Biosystems …, 2020 - Elsevier
Non-destructive estimates information on the desired properties of fruit without damaging
them. The objective of this work is to present an algorithm for the automatic and non …

[HTML][HTML] Non-destructive follow-up of 'Jintao'kiwifruit ripening through VIS-NIR spectroscopy–individual vs. average calibration model's predictions

AM Afonso, MD Antunes, S Cruz, AM Cavaco… - Postharvest Biology and …, 2022 - Elsevier
Visible/near infrared spectroscopy (Vis-NIRS) was used to monitor the yellow-fleshed
kiwifruit (Actinidia chinensis Planch 'Jintao') ripening on two selected orchards along 13 …

Nondestructive simultaneous prediction of internal browning disorder and quality attributes in 'Rocha'pear (Pyrus communis L.) using VIS-NIR spectroscopy

S Cruz, R Guerra, A Brazio, AM Cavaco… - Postharvest Biology and …, 2021 - Elsevier
This study explores the possibility of predicting the soluble solids content (SSC), firmness
and the presence of internal browning disorders in 'Rocha'pear (Pyrus communis L.) using a …

Non-destructive identification and estimation of granulation in 'Sai Num Pung'tangerine fruit using near infrared spectroscopy and chemometrics

P Theanjumpol, K Wongzeewasakun… - Postharvest Biology and …, 2019 - Elsevier
Granulation or 'dry juice sac'is a physiological disorder, which has a negative effect on the
eating quality of citrus fruit. It is not easy to identify the fruit with dry juice sacs until the peel is …

Nondestructive evaluation of soluble solids content in tomato with different stage by using Vis/NIR technology and multivariate algorithms

D Zhang, Y Yang, G Chen, X Tian, Z Wang… - … Acta Part A: Molecular …, 2021 - Elsevier
In this study Vis/NIR spectroscopy was applied to evaluate soluble solids content (SSC) of
tomato. A total of 168 tomato samples with five different maturity stages, were measured by …

[HTML][HTML] Making sense of light: The use of optical spectroscopy techniques in plant sciences and agriculture

AM Cavaco, AB Utkin, J Marques da Silva, R Guerra - Applied Sciences, 2022 - mdpi.com
As a result of the development of non-invasive optical spectroscopy, the number of
prospective technologies of plant monitoring is growing. Being implemented in devices with …