Emerging non-destructive imaging techniques for fruit damage detection: Image processing and analysis

NK Mahanti, R Pandiselvam, A Kothakota… - Trends in Food Science …, 2022 - Elsevier
Background Fruits are vulnerable to mechanical damages and physiological disorders
caused by the static and dynamic forces acting on them during transportation and abiotic …

Machine learning applications to non-destructive defect detection in horticultural products

JFI Nturambirwe, UL Opara - Biosystems engineering, 2020 - Elsevier
Highlights•Defects affecting horticultural products and detection challenges are
summarised.•Machine learning's role in addressing issues of fruit defect detection is …

Recent advances in imaging techniques for bruise detection in fruits and vegetables

Z Du, X Zeng, X Li, X Ding, J Cao, W Jiang - Trends in Food Science & …, 2020 - Elsevier
Background Bruising is the most common type of mechanical damage, which is inevitable
along the postharvest chain, including harvesting, sorting, packaging and so on. It's the …

Bruise measurement of fresh market apples caused by repeated impacts using a pendulum method

H Fu, W Du, J Yang, W Wang, Z Wu, Z Yang - Postharvest Biology and …, 2023 - Elsevier
This paper presented an approach using a pendulum method to measure bruise damage of
apples to overcome the limitation of the drop test on impact control on a specific fruit zone …

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 …

Defect detection in fruit and vegetables by using machine vision systems and image processing

M Soltani Firouz, H Sardari - Food Engineering Reviews, 2022 - Springer
Today in the agricultural industry, many defects affect production efficiency; this paper aims
to show how the combination of machine vision (MV) and image processing (IP) helps to …

Bruise damage susceptibility of pomegranates (Punica granatum, L.) and impact on fruit physiological response during short term storage

Z Hussein, OA Fawole, UL Opara - Scientia Horticulturae, 2019 - Elsevier
Bruise damage resulting from excessive impact and compression forces between the point
of harvest and consumption is a major quality problem in fresh fruit marketing. This study …

Mechanical damage of 'Huangguan'pear using different packaging under random vibration

LJ Wang, Q Zhang, H Song, ZW Wang - Postharvest Biology and …, 2022 - Elsevier
The mechanical damage of fresh fruit under random vibration during postharvest
transportation is a major problem in agricultural industry. This paper investigated the …

Effect of mechanical damage on the quality characteristics of banana fruits during short-term storage

PB Pathare, M Al-Dairi - Discover Food, 2022 - Springer
Fresh fruits like bananas are very susceptible to mechanical damage during postharvest
handling which can result in a substantial decline in quality. The study aims to evaluate the …

Finite element modelling for fruit stress analysis-A review

N Zulkifli, N Hashim, HH Harith… - Trends in Food Science & …, 2020 - Elsevier
Background A deep understanding of the motion and the intensities of forces endured by the
fruits overtime during the various handling processes is necessary if improvements are to be …