Principles, developments and applications of computer vision for external quality inspection of fruits and vegetables: A review

B Zhang, W Huang, J Li, C Zhao, S Fan, J Wu… - Food Research …, 2014 - Elsevier
Appearance is a very important sensory quality attribute of fruits and vegetables, which can
influence not only their market value, consumer's preferences and choice but also their …

Nondestructive measurement of fruit and vegetable quality by means of NIR spectroscopy: A review

BM Nicolai, K Beullens, E Bobelyn, A Peirs… - Postharvest biology and …, 2007 - Elsevier
An overview is given of near infrared (NIR) spectroscopy for use in measuring quality
attributes of horticultural produce. Different spectrophotometer designs and measurement …

Supervised pattern recognition in food analysis

LA Berrueta, RM Alonso-Salces, K Héberger - Journal of chromatography A, 2007 - Elsevier
Data analysis has become a fundamental task in analytical chemistry due to the great
quantity of analytical information provided by modern analytical instruments. Supervised …

Detection of early bruises in apples using hyperspectral data and thermal imaging

P Baranowski, W Mazurek, J Wozniak… - Journal of Food …, 2012 - Elsevier
The early detection of bruises in apples was studied using a system that included
hyperspectral cameras equipped with sensors working in the visible and near-infrared (400 …

Impact damage of apples during transport and handling

M Van Zeebroeck, H Ramon… - Postharvest biology and …, 2007 - Elsevier
Consumers are increasingly demanding fruit of consistent high quality. Mechanical damage,
which can occur during harvesting, packing house operations, handling and transport …

Determination of total polyphenols content in green tea using FT-NIR spectroscopy and different PLS algorithms

Q Chen, J Zhao, M Liu, J Cai, J Liu - Journal of pharmaceutical and …, 2008 - Elsevier
This paper attempted the feasibility to determine content total polyphenols content in green
tea with near infrared (NIR) spectroscopy coupled with an appropriate multivariate …

Recent developments and applications of image features for food quality evaluation and inspection–a review

C Zheng, DW Sun, L Zheng - Trends in Food Science & Technology, 2006 - Elsevier
This paper reviews the techniques available for image feature extraction and their
applications in the food industry up to now according to the four major kinds of image …

Development of a multispectral imaging system for online detection of bruises on apples

W Huang, J Li, Q Wang, L Chen - Journal of Food Engineering, 2015 - Elsevier
Detection of bruises on apples is important but difficult for an automatic apple sorting system.
The objective of this study was to develop a prototype multispectral imaging system for …

Feature reduction for the classification of bruise damage to apple fruit using a contactless FT-NIR spectroscopy with machine learning

JFI Nturambirwe, EA Hussein, M Vaccari, C Thron… - Foods, 2023 - mdpi.com
Spectroscopy data are useful for modelling biological systems such as predicting quality
parameters of horticultural products. However, using the wide spectrum of wavelengths is …

Automatic grading of Bi-colored apples by multispectral machine vision

D Unay, B Gosselin, O Kleynen, V Leemans… - … and electronics in …, 2011 - Elsevier
In this paper we present a novel application work for grading of apple fruits by machine
vision. Following precise segmentation of defects by minimal confusion with stem/calyx …